1
|
Mauck C, Thurman A, Jensen JT, Schreiber CA, Baker J, Hou MY, Chavoustie S, Dart C, Wu H, Ravel J, Gajer P, Herold BC, Jacot T, Zack N, Hatheway J, Friend D. Safety testing of Ovaprene: An investigational nonhormonal monthly vaginal contraceptive. Contraception 2024:110440. [PMID: 38552818 DOI: 10.1016/j.contraception.2024.110440] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2023] [Revised: 03/21/2024] [Accepted: 03/24/2024] [Indexed: 04/16/2024]
Abstract
OBJECTIVES Evaluate the safety of Ovaprene, an investigational nonhormonal vaginal contraceptive designed for monthly use. STUDY DESIGN Open-label, multicenter study enrolling heterosexually-active women with previous permanent contraception who underwent assessments during five menstrual cycles: baseline postcoital test cycle, diaphragm postcoital test cycle, Ovaprene safety cycle, and two Ovaprene postcoital test cycles. Safety outcomes included treatment-emergent adverse events, systemic laboratory findings, pelvic examinations, colposcopies, Nugent scores, determination of community state types of vaginal microbiota, and anti-Escherichia coli activity and inflammatory markers in cervicovaginal fluids. RESULTS We enrolled 38 participants. Of these, 33 used Ovaprene and completed 77 Ovaprene cycles. The most common product-related urogenital treatment-emergent adverse events were bacterial vaginosis and vaginal odor. The frequency of transitioning from Lactobacillus-dominated community state type to community state type IV (not Lactobacillus-dominated) was similar before Ovaprene use and afterwards. Mean Nugent scores were <4 at each visit without a discernible upward trend. Inflammatory markers showed wide variation but no upward trend, and E. coli inhibitory activity of cervical secretions did not change. We found no Staphylococcus aureus, the causative agent in toxic shock syndrome, on used Ovaprenes or in vaginal samples. No clinically important changes in systemic laboratory findings, pelvic examinations, or colposcopies occurred during Ovaprene use. CONCLUSIONS Ovaprene use did not result in cervicovaginal irritation or adverse effects on resident vaginal microbiota and did not impact transitions from a Lactobacillus-dominated community state type to community state type IV. IMPLICATIONS The finding that the use of Ovaprene, an investigational monthly user-controlled nonhormonal vaginal contraceptive, does not appear to result in adverse changes in vaginal health during short-term use supports further evaluation of the contraceptive potential of the device.
Collapse
Affiliation(s)
| | - Andrea Thurman
- Department of Obstetrics and Gynecology, Eastern Virginia Medical School, Norfolk, VA, United States
| | - Jeffrey T Jensen
- Department of Obstetrics and Gynecology, Oregon Health and Science University, Portland, OR, United States
| | - Courtney A Schreiber
- Department of Obstetrics and Gynecology, University of Pennsylvania, Philadelphia, PA, United States
| | - Jeff Baker
- Clinical Research Prime, Idaho Falls, ID, United States
| | - Melody Y Hou
- Department of Obstetrics and Gynecology, University of California Davis, Sacramento, CA, United States
| | - Steven Chavoustie
- Segal Institute for Clinical Research Inc., Miami, FL, United States
| | - Clint Dart
- Premier Research, Morrisville, NC, United States
| | - Hongsheng Wu
- Premier Research, Morrisville, NC, United States
| | - Jacques Ravel
- Department of Microbiology and Immunology, University of Maryland School of Medicine, Institute for Genome Sciences, Baltimore, MD, United States
| | - Pawel Gajer
- Department of Microbiology and Immunology, University of Maryland School of Medicine, Institute for Genome Sciences, Baltimore, MD, United States
| | - Betsy C Herold
- Department of Microbiology and Immunology, Albert Einstein College of Medicine, Bronx, NY, United States
| | - Terry Jacot
- Department of Obstetrics and Gynecology, Eastern Virginia Medical School, Norfolk, VA, United States
| | - Nadene Zack
- Daré Bioscience, Inc., San Diego, CA, United States
| | | | - David Friend
- Daré Bioscience, Inc., San Diego, CA, United States
| |
Collapse
|
2
|
Carter KA, France MT, Rutt L, Bilski L, Martinez-Greiwe S, Regan M, Brotman RM, Ravel J. Sexual transmission of urogenital bacteria: whole metagenome sequencing evidence from a sexual network study. mSphere 2024; 9:e0003024. [PMID: 38358269 PMCID: PMC10964427 DOI: 10.1128/msphere.00030-24] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2024] [Accepted: 01/21/2024] [Indexed: 02/16/2024] Open
Abstract
Sexual transmission of the urogenital microbiota may contribute to adverse sexual and reproductive health outcomes. The extent of sexual transmission of the urogenital microbiota is unclear as prior studies largely investigated specific pathogens. We used epidemiologic data and whole metagenome sequencing to characterize urogenital microbiota strain concordance between participants of a sexual network study. Individuals who screened positive for genital Chlamydia trachomatis were enrolled and referred their sexual contacts from the prior 60-180 days. Snowball recruitment of sexual contacts continued for up to four waves. Vaginal swabs and penile urethral swabs were collected for whole metagenome sequencing. We evaluated bacterial strain concordance using inStrain and network analysis. We defined concordance as ≥99.99% average nucleotide identity over ≥50% shared coverage; we defined putative sexual transmission as concordance between sexual contacts with <5 single-nucleotide polymorphisms per megabase. Of 138 participants, 74 (54%) were female; 120 (87%) had genital chlamydia; and 43 (31%) were recruited contacts. We identified 115 strain-concordance events among 54 participants representing 25 bacterial species. Seven events (6%) were between sexual contacts including putative heterosexual transmission of Fannyhessea vaginae, Gardnerella leopoldii, Prevotella amnii, Sneathia sanguinegens, and Sneathia vaginalis (one strain each), and putative sexual transmission of Lactobacillus iners between female contacts. Most concordance events (108, 94%) were between non-contacts, including eight female participants connected through 18 Lactobacillus crispatus and 3 Lactobacillus jensenii concordant strains, and 14 female and 2 male participants densely interconnected through 52 Gardnerella swidsinskii concordance events.IMPORTANCEEpidemiologic evidence consistently indicates bacterial vaginosis (BV) is sexually associated and may be sexually transmitted, though sexual transmission remains subject to debate. This study is not capable of demonstrating BV sexual transmission; however, we do provide strain-level metagenomic evidence that strongly supports heterosexual transmission of BV-associated species. These findings strengthen the evidence base that supports ongoing investigations of concurrent male partner treatment for reducing BV recurrence. Our data suggest that measuring the impact of male partner treatment on F. vaginae, G. leopoldii, P. amnii, S. sanguinegens, and S. vaginalis may provide insight into why a regimen does or does not perform well. We also observed a high degree of strain concordance between non-sexual-contact female participants. We posit that this may reflect limited dispersal capacity of vaginal bacteria coupled with individuals' comembership in regional transmission networks where transmission may occur between parent and child at birth, cohabiting individuals, or sexual contacts.
Collapse
Affiliation(s)
- Kayla A. Carter
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, Maryland, USA
- Department of Microbiology and Immunology, University of Maryland School of Medicine, Baltimore, Maryland, USA
| | - Michael T. France
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, Maryland, USA
- Department of Microbiology and Immunology, University of Maryland School of Medicine, Baltimore, Maryland, USA
| | - Lindsay Rutt
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, Maryland, USA
| | - Lisa Bilski
- School of Nursing, University of Maryland, Baltimore, Maryland, USA
| | | | - Mary Regan
- School of Nursing, University of Maryland, Baltimore, Maryland, USA
| | - Rebecca M. Brotman
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, Maryland, USA
- Department of Epidemiology and Public Health, University of Maryland School of Medicine, Baltimore, Maryland, USA
| | - Jacques Ravel
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, Maryland, USA
- Department of Microbiology and Immunology, University of Maryland School of Medicine, Baltimore, Maryland, USA
| |
Collapse
|
3
|
Joseph A, Anton L, Guan Y, Ferguson B, Mirro I, Meng N, France M, Ravel J, Elovitz MA. Extracellular vesicles from vaginal Gardnerella vaginalis and Mobiluncus mulieris contain distinct proteomic cargo and induce inflammatory pathways. NPJ Biofilms Microbiomes 2024; 10:28. [PMID: 38514622 PMCID: PMC10957959 DOI: 10.1038/s41522-024-00502-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2023] [Accepted: 03/11/2024] [Indexed: 03/23/2024] Open
Abstract
Colonization of the vaginal space with bacteria such as Gardnerella vaginalis and Mobiluncus mulieris is associated with increased risk for STIs, bacterial vaginosis, and preterm birth, while Lactobacillus crispatus is associated with optimal reproductive health. Although host-microbe interactions are hypothesized to contribute to reproductive health and disease, the bacterial mediators that are critical to this response remain unclear. Bacterial extracellular vesicles (bEVs) are proposed to participate in host-microbe communication by providing protection of bacterial cargo, delivery to intracellular targets, and ultimately induction of immune responses from the host. We evaluated the proteome of bEVs produced in vitro from G. vaginalis, M. mulieris, and L. crispatus, identifying specific proteins of immunologic interest. We found that bEVs from each bacterial species internalize within cervical and vaginal epithelial cells, and that epithelial and immune cells express a multi-cytokine response when exposed to bEVs from G. vaginalis and M. mulieris but not L. crispatus. Further, we demonstrate that the inflammatory response induced by G. vaginalis and M. mulieris bEVs is TLR2-specific. Our results provide evidence that vaginal bacteria communicate with host cells through secreted bEVs, revealing a mechanism by which bacteria lead to adverse reproductive outcomes associated with inflammation. Elucidating host-microbe interactions in the cervicovaginal space will provide further insight into the mechanisms contributing to microbiome-mediated adverse outcomes and may reveal new therapeutic targets.
Collapse
Affiliation(s)
- Andrea Joseph
- Women's Biomedical Research Institute, Icahn School of Medicine at Mount Sinai, New York, New York, 10029, USA.
- Department of Obstetrics, Gynecology and Reproductive Sciences, Icahn School of Medicine at Mount Sinai, New York, New York, 10029, USA.
| | - Lauren Anton
- Center for Research on Reproduction and Women's Health, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Yuxia Guan
- Center for Research on Reproduction and Women's Health, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Briana Ferguson
- Center for Research on Reproduction and Women's Health, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Isabella Mirro
- Center for Research on Reproduction and Women's Health, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Nova Meng
- Center for Research on Reproduction and Women's Health, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Michael France
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD, 21201, USA
- Department of Microbiology and Immunology, University of Maryland School of Medicine, Baltimore, MD, 21201, USA
| | - Jacques Ravel
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD, 21201, USA
- Department of Microbiology and Immunology, University of Maryland School of Medicine, Baltimore, MD, 21201, USA
| | - Michal A Elovitz
- Women's Biomedical Research Institute, Icahn School of Medicine at Mount Sinai, New York, New York, 10029, USA
- Department of Obstetrics, Gynecology and Reproductive Sciences, Icahn School of Medicine at Mount Sinai, New York, New York, 10029, USA
| |
Collapse
|
4
|
Hoffmann DE, von Rosenvinge EC, Roghmann MC, Palumbo FB, McDonald D, Ravel J. The DTC microbiome testing industry needs more regulation. Science 2024; 383:1176-1179. [PMID: 38484067 DOI: 10.1126/science.adk4271] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/19/2024]
Abstract
Tests lack analytical and clinical validity, requiring more federal oversight to prevent consumer harm.
Collapse
Affiliation(s)
| | - Erik C von Rosenvinge
- Department of Medicine, University of Maryland School of Medicine, Baltimore, MD, USA
- Veterans Affairs Maryland Health Care System, Baltimore, MD, USA
| | - Mary-Claire Roghmann
- Veterans Affairs Maryland Health Care System, Baltimore, MD, USA
- Department of Medicine, University of Maryland School of Medicine, Baltimore, MD, USA
- Department of Epidemiology and Public Health, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Francis B Palumbo
- University of Maryland School of Pharmacy, Baltimore, MD, USA
- Baker & Hostetler, Washington, DC, USA
| | - Daniel McDonald
- Department of Pediatrics, University of California San Diego School of Medicine, La Jolla, CA, USA
| | - Jacques Ravel
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD, USA
- Department of Microbiology and Immunology, University of Maryland School of Medicine, Baltimore, MD, USA
| |
Collapse
|
5
|
Ponciano JM, Gómez JP, Ravel J, Forney LJ. Inferring stability and persistence in the vaginal microbiome: A stochastic model of ecological dynamics. bioRxiv 2024:2024.03.02.581600. [PMID: 38464272 PMCID: PMC10925280 DOI: 10.1101/2024.03.02.581600] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/12/2024]
Abstract
The interplay of stochastic and ecological processes that govern the establishment and persistence of host-associated microbial communities is not well understood. Here we illustrate the conceptual and practical advantages of fitting stochastic population dynamics models to multi-species bacterial time series data. We show how the stability properties, fluctuation regimes and persistence probabilities of human vaginal microbial communities can be better understood by explicitly accommodating three sources of variability in ecological stochastic models of multi-species abundances: 1) stochastic biotic and abiotic forces, 2) ecological feedback and 3) sampling error. Rooting our modeling tool in stochastic population dynamics modeling theory was key to apply standardized measures of a community's reaction to environmental variation that ultimately depends on the nature and intensity of the intra-specific and inter-specific interaction strengths. Using estimates of model parameters, we developed a Risk Prediction Monitoring (RPM) tool that estimates temporal changes in persistence probabilities for any bacterial group of interest. This method mirrors approaches that are often used in conservation biology in which a measure of extinction risks is periodically updated with any change in a population or community. Additionally, we show how to use estimates of interaction strengths and persistence probabilities to formulate hypotheses regarding the molecular mechanisms and genetic composition that underpin different types of interactions. Instead of seeking a definition of "dysbiosis" we propose to translate concepts of theoretical ecology and conservation biology methods into practical approaches for the management of human-associated bacterial communities.
Collapse
Affiliation(s)
| | - Juan P. Gómez
- Departamento de Química y Biología, Universidad del Norte, Barranquilla, Colombia
| | - Jacques Ravel
- Institute for Genome Sciences and Department of Microbiology and Immunology, University of Maryland School of Medicine, Baltimore, MD
| | - Larry J. Forney
- Institute for Interdisciplinary Data Science and Department of Biological Sciences, University of Idaho, Moscow, ID
| |
Collapse
|
6
|
Burris HH, Yang N, Riis V, Valeri L, South EC, Ravel J, Elovitz MA. The role of neighborhood deprivation in the cervicovaginal microbiota. Am J Obstet Gynecol MFM 2024; 6:101291. [PMID: 38246324 PMCID: PMC10948309 DOI: 10.1016/j.ajogmf.2024.101291] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2023] [Revised: 01/09/2024] [Accepted: 01/15/2024] [Indexed: 01/23/2024]
Abstract
BACKGROUND Lactobacillus-deficient cervicovaginal microbiota is associated with spontaneous preterm birth and is more common among Black individuals. Persistent racial segregation in the United States has led to differential neighborhood exposures by race that can affect pregnancy outcomes. The extent to which neighborhood exposures may explain racial differences in the cervicovaginal microbiota is unknown. OBJECTIVE This study aimed to determine whether neighborhood deprivation, defined as material community deprivation, is associated with a Lactobacillus-deficient cervicovaginal microbiota in a prospective cohort of pregnant individuals. Our hypothesis was that racial differences in neighborhood deprivation may explain the higher prevalence of Lactobacillus-deficient cervicovaginal microbiota in Black birthing people. STUDY DESIGN This study analyzed data from Motherhood and Microbiome, a prospective pregnancy cohort enrolled from prenatal clinics in a single hospital system 2013-2016 in which a Lactobacillus-deficient cervicovaginal microbiota was previously shown to be associated with spontaneous preterm birth. This study geocoded addresses to obtain census tract neighborhood deprivation data from the Brokamp Nationwide Community Deprivation Index that uses weighted proportions of poverty, income, public assistance, lack of health insurance, and vacant housing. Generalized linear mixed models quantified associations of deprivation with the cervicovaginal microbiota accounting for geographic clustering by census tract and potential confounders. Because of different distributions of neighborhood deprivation and the cervicovaginal microbiota, race-stratified models were used. Mediation analyses quantified the extent to which deprivation may contribute to racial differences in the cervicovaginal microbiota. RESULTS Higher neighborhood deprivation was associated with a Lactobacillus-deficient cervicovaginal microbiota. Per standard deviation increment of deprivation, participants had 28% higher adjusted odds (adjusted odds ratio, 1.28; 95% confidence interval, 1.04-1.58) of a Lactobacillus-deficient microbiota. Black participants had higher odds of a Lactobacillus-deficient microbiota than White participants (adjusted odds ratio, 4.00; 95% confidence interval, 2.05-8.26), and mediation analysis revealed that deprivation accounted for 22% (P=.046) of that disparity. CONCLUSION Neighborhood deprivation was associated with Lactobacillus-deficient cervicovaginal microbiota and may partially explain Black-White disparities in the cervicovaginal microbiota. Mechanistic studies to explore how environmental exposures modify the cervicovaginal microbiota are warranted to identify novel opportunities for future interventional strategies to prevent preterm birth. As the findings demonstrate a potential biological effect from neighborhood conditions, policies that drive urban planning should be explored to improve pregnancy outcomes.
Collapse
Affiliation(s)
- Heather H Burris
- Division of Neonatology, Department of Pediatrics, Children's Hospital of Philadelphia, Philadelphia, PA (Dr Burris); Department of Pediatrics, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA (Dr Burris); Leonard Davis Institute for Health Economics, University of Pennsylvania, Philadelphia, PA (Dr Burris).
| | - Nancy Yang
- University of California San Francisco Medical School, San Francisco, CA (Ms. Yang)
| | - Valerie Riis
- Women's Biomedical Research Institute, Icahn School of Medicine, New York, NY (Ms. Riis and Dr. Elovitz)
| | - Linda Valeri
- Department of Biostatistics, Columbia University Mailman School of Public Health, New York, NY (Dr. Valeri)
| | - Eugenia C South
- Penn Urban Health Lab, Department of Emergency Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA (Dr. South)
| | - Jacques Ravel
- Institute for Genome Sciences and Department of Microbiology and Immunology, University of Maryland School of Medicine, Baltimore, MD (Dr. Ravel)
| | - Michal A Elovitz
- Women's Biomedical Research Institute, Icahn School of Medicine, New York, NY (Ms. Riis and Dr. Elovitz); Department of Obstetrics, Gynecology, and Reproductive Sciences, Icahn School of Medicine, New York, NY (Dr. Elovitz)
| |
Collapse
|
7
|
Alizadeh M, Wong U, Siaton BC, Patil SA, George L, Raufman JP, Scott WH, von Rosenvinge EC, Ravel J, Cross RK. ExpLOring the role of the intestinal MiCrobiome in InflammATory bowel disease-AssocIated SpONdylarthritis (LOCATION-IBD). Heliyon 2024; 10:e26571. [PMID: 38420375 PMCID: PMC10900801 DOI: 10.1016/j.heliyon.2024.e26571] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2023] [Revised: 11/12/2023] [Accepted: 02/15/2024] [Indexed: 03/02/2024] Open
Abstract
Background Inflammatory Bowel Disease (IBD)-associated arthritis is a frequent and potentially debilitating complication of IBD, that can affect those with or without active intestinal disease, and is often difficult to treat. The microbiome is known to play a role in IBD development and has been shown to be associated with inflammatory arthritis without concomitant IBD, but its role in IBD-associated arthritis is still unexplored. Further, disease localization is associated with development of IBD-associated arthritis, and stool compositional profiles are predictive of disease localization, yet mucosal location-specific microbiomes have not been well characterized. To address this gap in understanding, we designed a study (LOCATION-IBD) to characterize the mucosa-associated intestinal microbiome and metabolome in IBD-associated arthritis. Methods Adults with an established diagnosis of IBD undergoing clinical colonoscopy between May of 2021 and February of 2023 were invited to participate in this study; those interested in participation who met inclusion criteria were enrolled. Prior to enrollment, participants were stratified into those with or without IBD-associated arthritis. All participants were interviewed and had clinical and demographic data collected, and 97.8% completed clinical colonoscopy with biopsy collection. Results and conclusion A total of 182 participants, 53 with confirmed IBD-associated arthritis, were enrolled in this study, resulting in 1151 biopsies obtained for microbiome and metabolome analysis (median 6, mean 6.3 per participant). Clinical and demographic data obtained from the study population will be analyzed with microbiome and metabolome data obtained from biopsies, with the goal of better understanding the mechanisms underpinning the host-microbiome relationship associated the development of IBD-associated arthritis.
Collapse
Affiliation(s)
- Madeline Alizadeh
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD, USA
- Division of Gastroenterology and Hepatology, Department of Medicine, University of Maryland School of Medicine, Baltimore, MD, USA
- Department of Veterans Affairs, Veterans Affairs Maryland Health Care System, Baltimore, MD, USA
| | - Uni Wong
- Department of Veterans Affairs, Washington DC Veterans Health Administration, Washington DC, USA
| | - Bernadette C Siaton
- Department of Veterans Affairs, Veterans Affairs Maryland Health Care System, Baltimore, MD, USA
- Division of Rheumatology and Clinical Immunology, Department of Medicine, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Seema A Patil
- Division of Gastroenterology and Hepatology, Department of Medicine, University of Maryland School of Medicine, Baltimore, MD, USA
- Department of Veterans Affairs, Veterans Affairs Maryland Health Care System, Baltimore, MD, USA
| | - Lauren George
- Division of Gastroenterology and Hepatology, Department of Medicine, University of Maryland School of Medicine, Baltimore, MD, USA
- Department of Veterans Affairs, Veterans Affairs Maryland Health Care System, Baltimore, MD, USA
| | - Jean-Pierre Raufman
- Division of Gastroenterology and Hepatology, Department of Medicine, University of Maryland School of Medicine, Baltimore, MD, USA
- Department of Veterans Affairs, Veterans Affairs Maryland Health Care System, Baltimore, MD, USA
| | - William H Scott
- Department of Veterans Affairs, Veterans Affairs Maryland Health Care System, Baltimore, MD, USA
| | - Erik C von Rosenvinge
- Division of Gastroenterology and Hepatology, Department of Medicine, University of Maryland School of Medicine, Baltimore, MD, USA
- Department of Veterans Affairs, Veterans Affairs Maryland Health Care System, Baltimore, MD, USA
| | - Jacques Ravel
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Raymond K Cross
- Division of Gastroenterology and Hepatology, Department of Medicine, University of Maryland School of Medicine, Baltimore, MD, USA
| |
Collapse
|
8
|
Holm JB, France MT, Gajer P, Ma B, Brotman RM, Shardell M, Forney L, Ravel J. Correction: Integrating compositional and functional content to describe vaginal microbiomes in health and disease. Microbiome 2024; 12:21. [PMID: 38321533 PMCID: PMC10845452 DOI: 10.1186/s40168-024-01765-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/08/2024]
Affiliation(s)
- Johanna B Holm
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD, USA
- Department of Microbiology and Immunology, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Michael T France
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD, USA
- Department of Microbiology and Immunology, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Pawel Gajer
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Bing Ma
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD, USA
- Department of Microbiology and Immunology, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Rebecca M Brotman
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD, USA
- Department of Epidemiology and Public Health, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Michelle Shardell
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD, USA
- Department of Epidemiology and Public Health, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Larry Forney
- Department of Biological Sciences, University of Idaho, Moscow, ID, USA
| | - Jacques Ravel
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD, USA.
- Department of Microbiology and Immunology, University of Maryland School of Medicine, Baltimore, MD, USA.
| |
Collapse
|
9
|
Robbins SJ, Brown SE, Stennett CA, Tuddenham S, Johnston ED, Wnorowski AM, Ravel J, He X, Mark KS, Brotman RM. Uterine fibroids and longitudinal profiles of the vaginal microbiota in a cohort presenting for transvaginal ultrasound. PLoS One 2024; 19:e0296346. [PMID: 38315688 PMCID: PMC10843103 DOI: 10.1371/journal.pone.0296346] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2023] [Accepted: 12/11/2023] [Indexed: 02/07/2024] Open
Abstract
Bacterial vaginosis, characterized in part by low levels of vaginal Lactobacillus species, has been associated with pro-inflammatory cytokines which could fuel uterine fibroid development. However, prior work on the associations between uterine fibroids and vaginal bacteria is sparse. Most studies have focused on assessment of individual taxa in a single sample. To address research gaps, we sought to compare short, longitudinal profiles of the vaginal microbiota in uterine fibroid cases versus controls with assessment for hormonal contraceptives (HCs), a possible confounder associated with both protection from fibroid development and increases in Lactobacillus-dominated vaginal microbiota. This is a secondary analysis of 83 reproductive-age cisgender women who presented for transvaginal ultrasound (TVUS) and self-collected mid-vaginal swabs daily for 1-2 weeks before TVUS (Range: 5-16 days, n = 697 samples). Sonography reports detailed uterine fibroid characteristics (N = 21 cases). Vaginal microbiota was assessed by 16S rRNA gene amplicon sequencing and longitudinal microbiota profiles were categorized by hierarchical clustering. We compared longitudinal profiles of the vaginal microbiota among fibroid cases and controls with exact logistic regression. Common indications for TVUS included pelvic mass (34%) and pelvic pain (39%). Fibroid cases tended to be older and report Black race. Cases less often reported HCs versus controls (32% vs. 58%). A larger proportion of cases had low-Lactobacillus longitudinal profiles (48%) than controls (34%). In unadjusted analysis, L. iners-dominated and low-Lactobacillus profiles had higher odds of fibroid case status compared to other Lactobacillus-dominated profiles, however these results were not statistically significant. No association between vaginal microbiota and fibroids was observed after adjusting for race, HC and menstruation. Results were consistent when number of fibroids were considered. There was not a statistically significant association between longitudinal profiles of vaginal microbiota and uterine fibroids after adjustment for common confounders; however, the study was limited by small sample size.
Collapse
Affiliation(s)
- Sarah J. Robbins
- Department of Epidemiology and Public Health, University of Maryland School of Medicine, Baltimore, Maryland, United States of America
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD, United States of America
| | - Sarah E. Brown
- Department of Epidemiology and Public Health, University of Maryland School of Medicine, Baltimore, Maryland, United States of America
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD, United States of America
| | - Christina A. Stennett
- Department of Epidemiology and Public Health, University of Maryland School of Medicine, Baltimore, Maryland, United States of America
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD, United States of America
| | - Susan Tuddenham
- Department of Medicine, Division of Infectious Diseases, Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
| | - Elizabeth D. Johnston
- Department of Obstetrics and Gynecology, University of Maryland School of Medicine, Baltimore, Maryland, United States of America
| | - Amelia M. Wnorowski
- Diagnostic Radiology and Nuclear Medicine, University of Maryland School of Medicine, Baltimore, Maryland, United States of America
| | - Jacques Ravel
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD, United States of America
| | - Xin He
- Department of Epidemiology and Public Health, University of Maryland School of Medicine, Baltimore, Maryland, United States of America
- Department of Epidemiology and Biostatistics, University of Maryland, College Park, Maryland, United States of America
| | - Katrina S. Mark
- Department of Obstetrics and Gynecology, University of Maryland School of Medicine, Baltimore, Maryland, United States of America
| | - Rebecca M. Brotman
- Department of Epidemiology and Public Health, University of Maryland School of Medicine, Baltimore, Maryland, United States of America
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD, United States of America
| |
Collapse
|
10
|
Alizadeh M, Sampaio Moura N, Schledwitz A, Patil SA, El-Serag H, Ravel J, Raufman JP. A Practical Guide to Evaluating and Using Big Data in Digestive Disease Research. Gastroenterology 2024; 166:240-247. [PMID: 38052336 PMCID: PMC10872385 DOI: 10.1053/j.gastro.2023.11.292] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/03/2023] [Revised: 11/01/2023] [Accepted: 11/27/2023] [Indexed: 12/07/2023]
Affiliation(s)
- Madeline Alizadeh
- The Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, Maryland
| | - Natalia Sampaio Moura
- Department of Medicine, Division of Gastroenterology and Hepatology, University of Maryland School of Medicine, Baltimore, Maryland
| | - Alyssa Schledwitz
- Department of Medicine, Division of Gastroenterology and Hepatology, University of Maryland School of Medicine, Baltimore, Maryland
| | - Seema A Patil
- Department of Medicine, Division of Gastroenterology and Hepatology, University of Maryland School of Medicine, Baltimore, Maryland
| | - Hashem El-Serag
- Department of Medicine, Baylor College of Medicine, Houston, Texas
| | - Jacques Ravel
- The Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, Maryland
| | - Jean-Pierre Raufman
- Department of Medicine, Division of Gastroenterology and Hepatology, University of Maryland School of Medicine, Baltimore, Maryland; VA Maryland Healthcare System, Baltimore, Maryland; Marlene and Stewart Greenebaum Cancer Center, University of Maryland School of Medicine, Baltimore, Maryland; Department of Biochemistry and Molecular Biology, University of Maryland School of Medicine, Baltimore, Maryland.
| |
Collapse
|
11
|
Klasner C, Macintyre AN, Brown SE, Bavoil P, Ghanem KG, Nylander E, Ravel J, Tuddenham S, Brotman RM. A Narrative Review on Spontaneous Clearance of Urogenital Chlamydia trachomatis: Host, Microbiome, and Pathogen-Related Factors. Sex Transm Dis 2024; 51:112-117. [PMID: 38290156 PMCID: PMC11017733 DOI: 10.1097/olq.0000000000001905] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2024]
Abstract
ABSTRACT Chlamydia trachomatis (CT) is the most commonly reported sexually transmitted infection in the United States. Untreated urogenital infection in women can result in adverse sequelae such as pelvic inflammatory disease and infertility. Despite national screening and treatment guidelines, rates continue to rise; because most infections are asymptomatic, the actual prevalence of CT infection is likely significantly higher than reported. Spontaneous clearance of CT in women (in the absence of antibiotic treatment) has been described in multiple epidemiologic studies. Given the serious consequences and high prevalence of CT infection, there is growing interest in understanding this phenomenon and factors that may promote CT clearance in women. Spontaneous CT clearance is likely the result of complex interactions between CT, the host immune system, and the vaginal microbiota (i.e., the communities of bacteria inhabiting the vagina), which has been implicated in CT acquisition. Herein, we briefly review current literature regarding the role of each of these factors in spontaneous CT clearance, identify knowledge gaps, and discuss future directions and possible implications for the development of novel interventions that may protect against CT infection, facilitate clearance, and prevent reproductive sequelae.
Collapse
Affiliation(s)
- Carson Klasner
- University of Maryland School of Medicine, Baltimore, MD, USA
| | - Andrew N. Macintyre
- Duke Human Vaccine Institute and Department of Medicine, Duke University School of Medicine, Durham, NC, USA
| | - Sarah E. Brown
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, Maryland, USA
| | | | - Khalil G. Ghanem
- Division of Infectious Diseases, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Elisabeth Nylander
- Welch Medical Library, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Jacques Ravel
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, Maryland, USA
| | - Susan Tuddenham
- Division of Infectious Diseases, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Rebecca M. Brotman
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, Maryland, USA
| |
Collapse
|
12
|
Alizadeh M, Sampaio Moura N, Schledwitz A, Patil SA, Ravel J, Raufman JP. Gastroenterology Fellowship and Postdoctoral Training in Omics and Statistics-Part II: How Can It Be Achieved? Dig Dis Sci 2024; 69:22-26. [PMID: 37919515 PMCID: PMC10876148 DOI: 10.1007/s10620-023-08149-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/13/2023] [Accepted: 09/27/2023] [Indexed: 11/04/2023]
Abstract
Data are being generated, collected, and aggregated in massive quantities at exponentially increasing rates. This "big data," discussed in depth in the first section of this two-part series, is increasingly important to understand the nuances of the gastrointestinal tract and its complex interactions and networks involving a host of other organ systems and microbes. Creating and using these datasets correctly requires comprehensive training; however, current instruction in the integration, analysis, and interpretation of big data appears to lag far behind data acquisition. While opportunities exist for those interested in acquiring the requisite training, these appear to be underutilized, in part due to widespread ignorance of their existence. Here, to address these gaps in knowledge, we highlight existing big data learning opportunities and propose innovative approaches to attain such training. We offer suggestions at both the undergraduate and graduate medical education levels for prospective clinical and basic investigators. Lastly, we categorize training opportunities that can be selected to fit specific needs and timeframes.
Collapse
Affiliation(s)
- Madeline Alizadeh
- The Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD, 20201, USA
| | - Natalia Sampaio Moura
- Division of Gastroenterology and Hepatology, Department of Medicine, University of Maryland School of Medicine, Baltimore, MD, 21201, USA
| | - Alyssa Schledwitz
- Division of Gastroenterology and Hepatology, Department of Medicine, University of Maryland School of Medicine, Baltimore, MD, 21201, USA
| | - Seema A Patil
- Division of Gastroenterology and Hepatology, Department of Medicine, University of Maryland School of Medicine, Baltimore, MD, 21201, USA
| | - Jacques Ravel
- The Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD, 20201, USA
| | - Jean-Pierre Raufman
- Division of Gastroenterology and Hepatology, Department of Medicine, University of Maryland School of Medicine, Baltimore, MD, 21201, USA.
- VA Maryland Healthcare System, Baltimore, MD, 21201, USA.
- Marlene and Stewart Greenebaum Cancer Center, University of Maryland School of Medicine, Baltimore, MD, 21201, USA.
- Department of Biochemistry and Molecular Biology, University of Maryland School of Medicine, Baltimore, MD, 21201, USA.
| |
Collapse
|
13
|
Alizadeh M, Sampaio Moura N, Schledwitz A, Patil SA, Ravel J, Raufman JP. Gastroenterology Fellowship and Postdoctoral Training in Omics and Statistics-Part I: Why Is It Needed? Dig Dis Sci 2024; 69:18-21. [PMID: 37919514 PMCID: PMC10878129 DOI: 10.1007/s10620-023-08136-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/13/2023] [Accepted: 09/27/2023] [Indexed: 11/04/2023]
Abstract
A multitude of federally and industry-funded efforts are underway to generate and collect human, animal, microbial, and other sources of data on an unprecedented scale; the results are commonly referred to as "big data." Often vaguely defined, big data refers to large and complex datasets consisting of myriad datatypes that can be integrated to address complex questions. Big data offers a wealth of information that can be accessed only by those who pose the right questions and have sufficient technical knowhow and analytical skills. The intersection comprised of the gut-brain axis, the intestinal microbiome and multi-ome, and several other interconnected organ systems poses particular challenges and opportunities for those engaged in gastrointestinal and liver research. Unfortunately, there is currently a shortage of clinicians, scientists, and physician-scientists with the training needed to use and analyze big data at the scale necessary for widespread implementation of precision medicine. Here, we review the importance of training in the use of big data, the perils of insufficient training, and potential solutions that exist or can be developed to address the dearth of individuals in GI and hepatology research with the necessary level of big data expertise.
Collapse
Affiliation(s)
- Madeline Alizadeh
- The Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD, 20201, USA
| | - Natalia Sampaio Moura
- Division of Gastroenterology and Hepatology, Department of Medicine, University of Maryland School of Medicine, Baltimore, MD, 21201, USA
| | - Alyssa Schledwitz
- Division of Gastroenterology and Hepatology, Department of Medicine, University of Maryland School of Medicine, Baltimore, MD, 21201, USA
| | - Seema A Patil
- Division of Gastroenterology and Hepatology, Department of Medicine, University of Maryland School of Medicine, Baltimore, MD, 21201, USA
| | - Jacques Ravel
- The Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD, 20201, USA
| | - Jean-Pierre Raufman
- Division of Gastroenterology and Hepatology, Department of Medicine, University of Maryland School of Medicine, Baltimore, MD, 21201, USA.
- VA Maryland Healthcare System, Baltimore, MD, 21201, USA.
- Marlene and Stewart Greenebaum Cancer Center, University of Maryland School of Medicine, Baltimore, MD, 21201, USA.
- Department of Biochemistry and Molecular Biology, University of Maryland School of Medicine, Baltimore, MD, 21201, USA.
| |
Collapse
|
14
|
Alizadeh M, Motwani K, Siaton BC, Abutaleb A, Ravel J, Cross RK. Factors Associated With Extraintestinal Manifestations of Inflammatory Bowel Disease in SPARC-IBD. Inflamm Bowel Dis 2023:izad280. [PMID: 38102817 DOI: 10.1093/ibd/izad280] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/21/2023] [Indexed: 12/17/2023]
Abstract
BACKGROUND Extraintestinal manifestations (EIMs) of inflammatory bowel diseases (IBDs) are a common and debilitating feature of disease, occurring in up to 40% of patients with IBD, yet predicting who may develop them is difficult. The goal of our study was to better characterize which patients may be at highest risk of developing not only 1 EIM, but also multiple EIMs, across both diseases. METHODS A retrospective study of participants enrolled in the SPARC IBD (Study of Prospective Adult Research Cohort with IBD) registry was performed, and demographic and clinical data were analyzed. A total of 1211 patients with data available on EIMs were included, and differences among variables with vs without EIMs were assessed. RESULTS A total of 329 participants with at least 1 EIM were identified, compared with 882 participants without any EIMs. Crohn's disease patients and women were more likely to have 2 or more EIMs (P = .005 and P ≤ .001, respectively). Participants with ocular manifestations were likeliest to have at least 2 EIMs (P ≤ .001). Even when diagnosis was controlled for, involvement of the right colon (P = .021) was predictive of IBD-associated arthritis across both diseases in a multivariate generalized linear model. CONCLUSIONS This is the first comprehensive large-cohort assessment of how EIMs relate to one another at the individual vs systems levels. Further, our analysis is the first to recognize specific locations of colon involvement associated with EIMs of IBD, regardless of IBD type. These results are important in identifying patients at risk of developing future EIMs and may help with risk stratification when choosing treatments.
Collapse
Affiliation(s)
- Madeline Alizadeh
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD, USA
- Division of Gastroenterology and Hepatology, Department of Medicine, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Kiran Motwani
- Division of Gastroenterology and Hepatology, Department of Medicine, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Bernadette C Siaton
- Division of Rheumatology and Clinical Immunology, Department of Medicine, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Ameer Abutaleb
- Department of Surgery, George Washington University School of Medicine and Health Sciences, Washington, DC, USA
| | - Jacques Ravel
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Raymond K Cross
- Division of Gastroenterology and Hepatology, Department of Medicine, University of Maryland School of Medicine, Baltimore, MD, USA
| |
Collapse
|
15
|
Holm JB, France MT, Gajer P, Ma B, Brotman RM, Shardell M, Forney L, Ravel J. Integrating compositional and functional content to describe vaginal microbiomes in health and disease. Microbiome 2023; 11:259. [PMID: 38031142 PMCID: PMC10688475 DOI: 10.1186/s40168-023-01692-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/13/2022] [Accepted: 10/07/2023] [Indexed: 12/01/2023]
Abstract
BACKGROUND A Lactobacillus-dominated vaginal microbiome provides the first line of defense against adverse genital tract health outcomes. However, there is limited understanding of the mechanisms by which the vaginal microbiome modulates protection, as prior work mostly described its composition through morphologic assessment and marker gene sequencing methods that do not capture functional information. To address this gap, we developed metagenomic community state types (mgCSTs) which use metagenomic sequences to describe and define vaginal microbiomes based on both composition and functional potential. RESULTS MgCSTs are categories of microbiomes classified using taxonomy and the functional potential encoded in their metagenomes. MgCSTs reflect unique combinations of metagenomic subspecies (mgSs), which are assemblages of bacterial strains of the same species, within a microbiome. We demonstrate that mgCSTs are associated with demographics such as age and race, as well as vaginal pH and Gram stain assessment of vaginal smears. Importantly, these associations varied between mgCSTs predominated by the same bacterial species. A subset of mgCSTs, including three of the six predominated by Gardnerella vaginalis mgSs, as well as mgSs of L. iners, were associated with a greater likelihood of bacterial vaginosis diagnosed by Amsel clinical criteria. This L. iners mgSs, among other functional features, encoded enhanced genetic capabilities for epithelial cell attachment that could facilitate cytotoxin-mediated cell lysis. Finally, we report a mgSs and mgCST classifier for which source code is provided and may be adapted for use by the microbiome research community. CONCLUSIONS MgCSTs are a novel and easily implemented approach to reduce the dimension of complex metagenomic datasets while maintaining their functional uniqueness. MgCSTs enable the investigation of multiple strains of the same species and the functional diversity in that species. Future investigations of functional diversity may be key to unraveling the pathways by which the vaginal microbiome modulates the protection of the genital tract. Importantly, our findings support the hypothesis that functional differences between vaginal microbiomes, including those that may look compositionally similar, are critical considerations in vaginal health. Ultimately, mgCSTs may lead to novel hypotheses concerning the role of the vaginal microbiome in promoting health and disease, and identify targets for novel prognostic, diagnostic, and therapeutic strategies to improve women's genital health. Video Abstract.
Collapse
Affiliation(s)
- Johanna B Holm
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD, USA
- Department of Microbiology and Immunology, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Michael T France
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD, USA
- Department of Microbiology and Immunology, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Pawel Gajer
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Bing Ma
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD, USA
- Department of Microbiology and Immunology, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Rebecca M Brotman
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD, USA
- Department of Epidemiology and Public Health, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Michelle Shardell
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD, USA
- Department of Epidemiology and Public Health, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Larry Forney
- Department of Biological Sciences, University of Idaho, Moscow, ID, USA
| | - Jacques Ravel
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD, USA.
- Department of Microbiology and Immunology, University of Maryland School of Medicine, Baltimore, MD, USA.
| |
Collapse
|
16
|
Symul L, Jeganathan P, Costello EK, France M, Bloom SM, Kwon DS, Ravel J, Relman DA, Holmes S. Sub-communities of the vaginal microbiota in pregnant and non-pregnant women. Proc Biol Sci 2023; 290:20231461. [PMID: 38018105 PMCID: PMC10685114 DOI: 10.1098/rspb.2023.1461] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2023] [Accepted: 10/30/2023] [Indexed: 11/30/2023] Open
Abstract
Diverse and non-Lactobacillus-dominated vaginal microbial communities are associated with adverse health outcomes such as preterm birth and the acquisition of sexually transmitted infections. Despite the importance of recognizing and understanding the key risk-associated features of these communities, their heterogeneous structure and properties remain ill-defined. Clustering approaches are commonly used to characterize vaginal communities, but they lack sensitivity and robustness in resolving substructures and revealing transitions between potential sub-communities. Here, we address this need with an approach based on mixed membership topic models. Using longitudinal data from cohorts of pregnant and non-pregnant study participants, we show that topic models more accurately describe sample composition, longitudinal changes, and better predict the loss of Lactobacillus dominance. We identify several non-Lactobacillus-dominated sub-communities common to both cohorts and independent of reproductive status. In non-pregnant individuals, we find that the menstrual cycle modulates transitions between and within sub-communities, as well as the concentrations of half of the cytokines and 18% of metabolites. Overall, our analyses based on mixed membership models reveal substructures of vaginal ecosystems which may have important clinical and biological associations.
Collapse
Affiliation(s)
- Laura Symul
- Department of Statistics, Stanford University, 390 Jane Stanford Way, Stanford, CA 94305, USA
| | - Pratheepa Jeganathan
- Department of Mathematics and Statistics, McMaster University, 1280 Main Street, West Hamilton, Ontario, Canada L8S 4K1
| | - Elizabeth K. Costello
- Department of Medicine, Stanford University School of Medicine, 300 Pasteur Drive, Stanford, CA 94305, USA
| | - Michael France
- Institute for Genome Sciences, University of Maryland School of Medicine, 670 W. Baltimore Street, Baltimore, MD 21201, USA
- Department of Microbiology and Immunology, University of Maryland School of Medicine, 685 West Baltimore Street, HSF-I Suite 380, Baltimore, MD 21201, USA
| | - Seth M. Bloom
- Division of Infectious Diseases, Massachusetts General Hospital, 55 Fruit Street, Boston, MA 02114, USA
- Harvard Medical School, 25 Shattuck St, Boston, MA 02115, USA
- Ragon Institute of MGH, MIT, and Harvard, 400 Technology Square, Cambridge, MA 02139, USA
| | - Douglas S. Kwon
- Division of Infectious Diseases, Massachusetts General Hospital, 55 Fruit Street, Boston, MA 02114, USA
- Harvard Medical School, 25 Shattuck St, Boston, MA 02115, USA
- Ragon Institute of MGH, MIT, and Harvard, 400 Technology Square, Cambridge, MA 02139, USA
| | - Jacques Ravel
- Institute for Genome Sciences, University of Maryland School of Medicine, 670 W. Baltimore Street, Baltimore, MD 21201, USA
- Department of Microbiology and Immunology, University of Maryland School of Medicine, 685 West Baltimore Street, HSF-I Suite 380, Baltimore, MD 21201, USA
| | - David A. Relman
- Department of Medicine, Stanford University School of Medicine, 300 Pasteur Drive, Stanford, CA 94305, USA
- Department of Microbiology & Immunology, Stanford University School of Medicine, 299 Campus Drive, Stanford, CA 94305, USA
- Infectious Diseases Section, Veterans Affairs Palo Alto Health Care System, 3801 Miranda Avenue, Palo Alto, CA 94304, USA
| | - Susan Holmes
- Department of Statistics, Stanford University, 390 Jane Stanford Way, Stanford, CA 94305, USA
| |
Collapse
|
17
|
Elovitz M, Anton L, Cristancho A, Ferguson B, Joseph A, Ravel J. Vaginal microbes alter epithelial transcriptomic and epigenomic modifications providing insight into the molecular mechanisms for susceptibility to adverse reproductive outcomes. Res Sq 2023:rs.3.rs-3580132. [PMID: 38014044 PMCID: PMC10680926 DOI: 10.21203/rs.3.rs-3580132/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/29/2023]
Abstract
The cervicovaginal microbiome is highly associated with women's health with microbial communities dominated by Lactobacillus spp. being considered optimal. Conversely, a lack of lactobacilli and a high abundance of strict and facultative anaerobes including Gardnerella vaginalis , have been associated with adverse reproductive outcomes. However, the molecular pathways modulated by microbe interactions with the cervicovaginal epithelia remain unclear. Using RNA-sequencing, we characterize the in vitro cervicovaginal epithelial transcriptional response to different vaginal bacteria and their culture supernatants. We showed that G. vaginalis upregulated genes were associated with an activated innate immune response including anti-microbial peptides and inflammasome pathways, represented by NLRP3-mediated increases in caspase-1, IL-1β and cell death. Cervicovaginal epithelial cells exposed to L. crispatus showed limited transcriptomic changes, while exposure to L. crispatus culture supernatants resulted in a shift in the epigenomic landscape of cervical epithelial cells. ATAC-sequencing confirmed epigenetic changes with reduced chromatin accessibility. This study reveals new insight into host-microbe interactions in the lower reproductive tract and suggest potential therapeutic strategies leveraging the vaginal microbiome to improve reproductive health.
Collapse
|
18
|
Lantz AM, Cottrell ML, Corbett AH, Chinula L, Kourtis AP, Nelson JAE, Tegha G, Hurst S, Gajer P, Ravel J, Haddad LB, Tang JH, Nicol MR. Vaginal microbiome, antiretroviral concentrations, and HIV genital shedding in the setting of hormonal contraception initiation in Malawi. AIDS 2023; 37:2185-2190. [PMID: 37877275 PMCID: PMC10605758 DOI: 10.1097/qad.0000000000003686] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2023]
Abstract
OBJECTIVE The aim of this study was to understand how vaginal microbiota composition affects antiretroviral concentrations in the setting of hormonal contraception initiation. METHODS Cervicovaginal fluid (CVF) concentrations of tenofovir, lamivudine, and efavirenz from 73 Malawian women with HIV were compared before and after initiation of depot-medroxyprogesterone acetate (DMPA) or levonorgestrel implant. We evaluated antiretroviral concentrations and vaginal microbiota composition/structure in the context of contraception initiation and predicted genital shedding using multivariable repeated measurements models fit by generalized estimating equations. RESULTS Mean lamivudine CVF concentrations decreased 37% 1 month after contraception initiation. Subgroup analyses revealed a 41% decrease in women 1 month after initiating levonorgestrel implant, but no significant difference was observed in DMPA group alone. Tenofovir, lamivudine, and efavirenz CVF concentrations were positively correlated with anaerobic bacteria associated with nonoptimal vaginal microbiota. Risk of genital HIV shedding was not significantly associated with tenofovir or lamivudine CVF concentrations [tenofovir relative risk (RR): 0.098, P = 0.75; lamivudine RR: 0.142, P = 0.54]. Lack of association between genital HIV shedding and efavirenz CVF concentrations did not change when adjusting for vaginal microbiota composition and lamivudine/tenofovir CVF concentrations (RR: 1.33, P = 0.531). CONCLUSION No effect of hormone initiation on genital shedding provides confidence that women with HIV on either DMPA or levonorgestrel implant contraception will not have compromised ART efficacy. The unexpected positive correlation between antiretroviral CVF concentrations and certain bacterial taxa relative abundance requires further work to understand the mechanism and clinical relevance.
Collapse
Affiliation(s)
- Alyssa M Lantz
- Department of Experimental and Clinical Pharmacology, College of Pharmacy, University of Minnesota, Minneapolis
| | | | - Amanda H Corbett
- Division of Pharmacotherapy and Experimental Therapeutics, School of Pharmacy
| | - Lameck Chinula
- Department of Obstetrics and Gynecology, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
- UNC Project Malawi, Lilongwe, Malawi
| | - Athena P Kourtis
- Division of HIV Prevention, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Julie A E Nelson
- Department of Microbiology and Immunology, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | | | - Stacey Hurst
- Division of Reproductive Health, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Pawel Gajer
- Institute for Genome Sciences
- Department of Microbiology and Immunology, University of Maryland School of Medicine, Baltimore, Maryland
| | - Jacques Ravel
- Institute for Genome Sciences
- Department of Microbiology and Immunology, University of Maryland School of Medicine, Baltimore, Maryland
| | - Lisa B Haddad
- Department of Gynecology and Obstetrics, Emory University School of Medicine, Atlanta, Georgia
- Center for Biomedical Research, Population Council, New York, New York, USA
| | - Jennifer H Tang
- Department of Obstetrics and Gynecology, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
- UNC Project Malawi, Lilongwe, Malawi
| | - Melanie R Nicol
- Department of Experimental and Clinical Pharmacology, College of Pharmacy, University of Minnesota, Minneapolis
| |
Collapse
|
19
|
Borgogna JLC, Grace SG, Holm JB, Aviles Zuniga T, Kadriu H, He X, McCoski SR, Ravel J, Brotman RM, Yeoman CJ. Investigating the impact of condomless vaginal intercourse and lubricant use on the vaginal metabolome: a pre-post observational study. Sex Transm Infect 2023; 99:489-496. [PMID: 37258272 DOI: 10.1136/sextrans-2022-055667] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2022] [Accepted: 05/06/2023] [Indexed: 06/02/2023] Open
Abstract
OBJECTIVE The vaginal metabolome is a significant factor in the vaginal microenvironment, and data are emerging on its independent role in urogenital health. Condomless vaginal intercourse and personal lubricant use are common practices that may affect the vaginal metabolome. The aim of the present study is to describe the associations between condomless intercourse and lubricant use on the vaginal metabolome. METHODS This study used archived mid-vaginal swabs from a 10-week observational cohort of reproductive age women who self-collected samples and recorded behavioural diaries daily. Cases and controls were defined as participants who self-reported condomless vaginal intercourse with or without lubricant use, respectively. Samples were drawn prior to and following condomless vaginal intercourse. Twenty-two case participants were race/ethnicity matched to 22 control participants. Mid-vaginal swabs were subjected to 16S rRNA gene amplicon sequencing and untargeted ultrahigh performance liquid chromatography tandem mass spectroscopy metabolomics. Bayesian mixed-effects regression (unadjusted and adjusted for the vaginal microbiota) was used to evaluate differences in metabolite concentration associated with vaginal intercourse and lubricant use. RESULTS Both condomless penile-vaginal intercourse and lubricant use were independently associated with higher (up to 8.3-fold) concentrations of metabolites indicative of epithelial damage (eg, sarcosine) and many host-produced antioxidants. Lubricant use was significantly associated with increases in lipids related to cellular damage, host-produced sphingolipids (antimicrobials), antioxidants and salicylate, a cooling agent common to lubricants, in a study design which controls for the independent effect of intercourse. Metabolites involved in oxidative stress and salicylate were strongly correlated with several molecular bacterial vaginosis-associated bacteria. CONCLUSIONS This study provides important foundational data on how condomless vaginal-penile intercourse and lubricant use affect the vaginal metabolome and may affect the protective mechanisms in the vaginal microenvironment.
Collapse
Affiliation(s)
- Joanna-Lynn C Borgogna
- Department of Microbiology and Cell Biology, Montana State University, Bozeman, Montana, USA
- Department of Animal and Range Sciences, Montana State University, Bozeman, Montana, USA
| | - Savannah G Grace
- Department of Animal and Range Sciences, Montana State University, Bozeman, Montana, USA
| | - Johanna B Holm
- Department of Microbiology and Immunology, University of Maryland School of Medicine, Baltimore, Maryland, USA
| | - Tadeo Aviles Zuniga
- Department of Microbiology and Cell Biology, Montana State University, Bozeman, Montana, USA
| | - Herlin Kadriu
- Department of Microbiology and Cell Biology, Montana State University, Bozeman, Montana, USA
- Department of Animal and Range Sciences, Montana State University, Bozeman, Montana, USA
| | - Xin He
- Department of Epidemiology and Biostatistics, University of Maryland School of Public Health, College Park, Maryland, USA
| | - Sarah R McCoski
- Department of Animal and Range Sciences, Montana State University, Bozeman, Montana, USA
| | - Jacques Ravel
- Department of Microbiology and Immunology, University of Maryland School of Medicine, Baltimore, Maryland, USA
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, Maryland, USA
| | - Rebecca M Brotman
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, Maryland, USA
- Department of Epidemiology and Public Health, University of Maryland School of Medicine, Baltimore, Maryland, USA
| | - Carl J Yeoman
- Department of Microbiology and Cell Biology, Montana State University, Bozeman, Montana, USA
- Department of Animal and Range Sciences, Montana State University, Bozeman, Montana, USA
| |
Collapse
|
20
|
Waetjen LE, Crawford SL, Gajer P, Brooks MM, Gold EB, Reed BD, Hess R, Ravel J. Relationships between the vaginal microbiota and genitourinary syndrome of menopause symptoms in postmenopausal women: the Study of Women's Health Across the Nation. Menopause 2023; 30:1073-1084. [PMID: 37788422 PMCID: PMC10615695 DOI: 10.1097/gme.0000000000002263] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/05/2023]
Abstract
OBJECTIVE To describe vaginal microbiota classified by community state types (CST) in a diverse cohort of postmenopausal women and evaluate relationships among genitourinary syndrome of menopause (GSM) symptoms (vaginal dryness, vulvovaginal irritation, sexual pain, dysuria, urinary urgency), CSTs, estrogen, vaginal maturation index (VMI), and vaginal pH. METHODS In the Study of Women's Health Across the Nation, 1,320 women aged 60.4 to 72.5 years self-collected (2015-2017) vaginal samples analyzed for microbiota composition and structure (CSTs) using 16S rRNA gene amplicon sequencing, VMI, and pH. GSM symptoms were collected with self-administered questionnaires; interviewers elicited estrogen use and measured body mass index. Serum E2 and E1 were measured using high-performance liquid chromatography. We analyzed data using Pearson χ2 tests, analysis of variance, Kruskal-Wallis tests, and binomial logistic regression. RESULTS The most frequently occurring CST was low Lactobacillus species IV-C (49.8%); 36.4% of women had CSTs dominated by Lactobacillus species. More than half of the women with vaginal atrophy biomarkers (VMI <50 and pH >5) had CST IV-C0, whereas women using estrogen or with higher E1 and E2 levels had a higher prevalence of Lactobacillus crispatus -dominated CST I ( P values < 0.001). Sexual pain was associated with atrophy biomarkers and independently associated with Streptococcus species-dominated CST IV-C1 (odds ratio, 2.26; 95% confidence intervals, 1.20-4.23). For all other GSM symptoms, we found no consistent associations with E1 or E2 levels, atrophy biomarkers, or any CST. CONCLUSIONS Although close relationships exist among estrogen, CSTs, VMI, and pH, sexual pain was the only GSM symptom associated with the structure of vaginal microbiota and atrophy biomarkers.
Collapse
Affiliation(s)
- L Elaine Waetjen
- From the University of California Davis, School of Medicine, Sacramento, CA
| | - Sybil L Crawford
- Tan Chingfen Graduate School of Nursing, UMass Chan Medical School, Worcester, MA
| | - Pawel Gajer
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD
| | - Maria M Brooks
- Department of Statistics, University of Pittsburgh, Pittsburgh, PA
| | - Ellen B Gold
- From the University of California Davis, School of Medicine, Sacramento, CA
| | - Barbara D Reed
- School of Medicine, University of Michigan, Ann Arbor, MI
| | - Rachel Hess
- University of Utah, School of Medicine, Salt Lake City, UT
| | - Jacques Ravel
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD
| |
Collapse
|
21
|
Hallarn J, Bauer GR, Potter E, Wilcox H, Newfeld J, Krakowsky Y, Ravel J, Prodger JL. Gynecological concerns and vaginal practices and exposures among transfeminine individuals who have undergone vaginoplasty. J Sex Med 2023; 20:1344-1352. [PMID: 37700562 PMCID: PMC10627778 DOI: 10.1093/jsxmed/qdad109] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2023] [Revised: 07/04/2023] [Accepted: 07/28/2023] [Indexed: 09/14/2023]
Abstract
BACKGROUND Vaginoplasty is a gender-affirming surgery that is medically necessary for some transfeminine individuals. Little research exists describing vaginal health after the initial recovery from surgery, and evidence-based guidelines for vaginal care practices are unavailable. AIM The study sought to describe self-reported gynecological concerns and vaginal care practices among transfeminine persons who have undergone vaginoplasty. METHODS A total of 60 transfeminine participants 18+ years of age, living in Canada, and who had undergone vaginoplasty at least 1 year prior were recruited through social media, community groups, healthcare provider referrals, and study recontact. Participants completed a cross-sectional, online questionnaire detailing demographics, gynecological concerns, and genital practices and exposures. Hierarchical clustering was used to group participants based on behavioral practices and exposures. Associations between clusters and gynecological concerns were assessed. OUTCOMES Outcomes included self-reported gynecological concerns within the past year, recent vulvar or vaginal symptoms (past 30 days), and behavioral practices/exposures, including douching with varied products and dilating. RESULTS Participants reported a variety of concerns in the past year, including urinary tract infection (13%) and internal hair regrowth (23%). More than half (57%) had experienced at least 1 recent vaginal symptom, most commonly malodor (27%) and vaginal bleeding (21%). Of participants, 48% were dilating weekly and 52% reported douching in the past 30 days. Four distinct clusters of vaginal practices/exposures were identified: limited exposures; dilating, no douching; dilating and douching; and diverse exposures. No significant associations between cluster membership and gynecological concerns were identified, though cluster membership was significantly associated with surgical center (P = .03). Open-text write-ins provided descriptions of symptoms and symptom management strategies. CLINICAL IMPLICATIONS The results provide insight for clinicians on common patient-reported gynecological concerns and current vaginal care practices and exposures, including symptom management strategies. STRENGTHS AND LIMITATIONS This was the first study to investigate vaginal health and genital practices/exposures among a community sample of transfeminine individuals. As participants self-enrolled for a detailed survey and swab collection, individuals experiencing concerns were likely overrepresented. CONCLUSION Transfeminine individuals reported a range of gynecological concerns outside of the surgical healing period. Genital practices/exposures varied across clusters, but no clear associations between clusters and symptoms were identified; instead, practice/exposure clusters were dependent on where the individual underwent vaginoplasty. There is a need for evidence to inform diagnostics, treatments, and vaginal care guidelines to support vaginal health.
Collapse
Affiliation(s)
- Jason Hallarn
- Department of Epidemiology and Biostatistics, Schulich School of Medicine and Dentistry, Western University, London, ON N6A 3K7, Canada
| | - Greta R Bauer
- Department of Epidemiology and Biostatistics, Schulich School of Medicine and Dentistry, Western University, London, ON N6A 3K7, Canada
- Institute for Sexual and Gender Health, University of Minnesota Medical School, Minneapolis, MN 55415, United States
| | - Emery Potter
- Women’s College Research Institute, Women’s College Hospital, Toronto, ON M5G 1N8, Canada
- Lawrence S. Bloomberg Faculty of Nursing, University of Toronto, Toronto, ON M5S 1A1, Canada
| | - Hannah Wilcox
- Department of Microbiology and Immunology, Schulich School of Medicine and Dentistry, Western University, London, ON N6A 3K7, Canada
| | - Jacy Newfeld
- Department of Ecology and Evolutionary Biology, University of Toronto, Toronto, ON M5S 1A1, Canada
- Department of Biology, University of Toronto Mississauga, Mississauga, ON L5L 1C6, Canada
| | - Yonah Krakowsky
- Women’s College Research Institute, Women’s College Hospital, Toronto, ON M5G 1N8, Canada
- Transition Related Surgery, Department of Surgery, Women’s College Hospital, University of Toronto, Toronto, ON M5G 1N8, Canada
- Division of Urology, Department of Surgery, University of Toronto, Toronto, ON M5S 1A1, Canada
| | - Jacques Ravel
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD 21201, United States
- Department of Microbiology and Immunology, University of Maryland School of Medicine, Baltimore, MD 21201, United States
| | - Jessica L Prodger
- Department of Epidemiology and Biostatistics, Schulich School of Medicine and Dentistry, Western University, London, ON N6A 3K7, Canada
- Department of Microbiology and Immunology, Schulich School of Medicine and Dentistry, Western University, London, ON N6A 3K7, Canada
| |
Collapse
|
22
|
Schaefer A, Yang B, Schroeder HA, Harit D, Humphry MS, Ravel J, Lai SK. Broadly neutralizing antibodies consistently trap HIV-1 in fresh cervicovaginal mucus from select individuals. Acta Biomater 2023; 169:387-397. [PMID: 37499728 PMCID: PMC10619885 DOI: 10.1016/j.actbio.2023.07.031] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2023] [Revised: 06/27/2023] [Accepted: 07/20/2023] [Indexed: 07/29/2023]
Abstract
In addition to direct neutralization and other classical effector functions, IgG possesses a little recognized and thus under-utilized effector function at mucosal surfaces: Fc-mucin bonds enable IgG to trap viruses in mucus. Due to the paucity of envelope glycoproteins that limits the number of IgG that can bind HIV, it remains poorly understood whether IgG-mucin interactions can effectively immobilize HIV in human cervicovaginal mucus (CVM). Here, we obtained 54 fresh, undiluted CVM specimens from 17 different women, and employed high-resolution multiple particle tracking to quantify the mobility of fluorescent HIV virus-like-particles in CVM treated with various HIV-specific IgG. We observed consistent and effective trapping of HIV by broadly neutralizing antibodies (VRC01, PGT121, and 2F5) in a subset of women. While trapping efficacy was not affected by the menstrual cycle, it was positively correlated with appreciable L. Crispatus populations in the microbiome, and negatively correlated with appreciable L. Iners or G. Vaginalis populations. Our work demonstrates for the first time that IgG-mucin crosslinking is capable of reinforcing the mucosal barrier against HIV, and motivates further investigation of passive immunization against vaginal transmission of STIs. STATEMENT OF SIGNIFICANCE: HIV transmission in women primarily occurs vaginally, yet the 3-way interactions between mucins and HIV virions mediated by HIV-binding antibodies in cervicovaginal mucus (CVM) is not well understood. While IgG-Fc possess weak affinity to mucins that trap virus/IgG complexes in mucus, the effectiveness against HIV remains unclear, due to the low number of virion-bound IgG. Here, we discovered that IgG can trap HIV consistently in CVM from select individuals regardless of their birth control status or menstrual cycle phase. IgG-mediated trapping of HIV was moderately associated with microbiome composition. These results suggest that IgG-mucin interactions could potentially reduce HIV transmission and highlight the importance of mucosal secretions in antibody-mediated prevention of HIV and other sexually transmitted infections.
Collapse
Affiliation(s)
- Alison Schaefer
- UNC/NCSU Joint Department of Biomedical Engineering, Chapel Hill, NC 27519, USA
| | - Bing Yang
- Division of Pharmacoengineering and Molecular Pharmaceutics, University of North Carolina at Chapel Hill, Chapel Hill, NC 27519,USA
| | - Holly A Schroeder
- Division of Pharmacoengineering and Molecular Pharmaceutics, University of North Carolina at Chapel Hill, Chapel Hill, NC 27519,USA
| | - Dimple Harit
- Division of Pharmacoengineering and Molecular Pharmaceutics, University of North Carolina at Chapel Hill, Chapel Hill, NC 27519,USA
| | - Mike S Humphry
- Department of Microbiology and Immunology, University of Maryland School of Medicine, Baltimore, MD 21201, USA
| | - Jacques Ravel
- Department of Microbiology and Immunology, University of Maryland School of Medicine, Baltimore, MD 21201, USA; Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD 21201, USA
| | - Samuel K Lai
- UNC/NCSU Joint Department of Biomedical Engineering, Chapel Hill, NC 27519, USA; Division of Pharmacoengineering and Molecular Pharmaceutics, University of North Carolina at Chapel Hill, Chapel Hill, NC 27519,USA; Department of Microbiology & Immunology; University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA.
| |
Collapse
|
23
|
Oyebode IH, Just AC, Ravel J, Elovitz MA, Burris HH. Impact of exposure to air pollution on cervicovaginal microbial communities. Environ Res 2023; 233:116492. [PMID: 37354930 PMCID: PMC10527781 DOI: 10.1016/j.envres.2023.116492] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/17/2023] [Revised: 06/15/2023] [Accepted: 06/21/2023] [Indexed: 06/26/2023]
Abstract
PURPOSE Vaginal microbial communities can be dominated by anaerobic (community state type IV, CST IV) or Lactobacillus (other CSTs) species. CST IV is a risk factor for spontaneous preterm birth (sPTB) and is more common among Black than White populations. In the US, average air pollution exposures are higher among Black compared to White people and exert systemic health effects. We sought to (1) quantify associations of air pollution, specifically particulate matter <2.5 μm in diameter (PM2.5), with CST IV and (2) explore the extent to which racial disparities in PM2.5 exposure might explain racial differences in the prevalence of CST IV. DESIGN Methods: We performed a secondary analysis of 566 participants of the Motherhood & Microbiome study. PM2.5 exposures were derived from a machine learning model integrating NASA satellite and EPA ground monitor data. Previously, cervicovaginal swabs from 15 to 20 weeks' gestation were analyzed using 16 S rRNA sequencing and hierarchical clustering assigned CSTs. Multivariable logistic regression models calculated adjusted odds ratios of CST IV (vs. other CSTs) per interquartile range (IQR) increment of PM2.5. Race-stratified and mediation analyses were performed. RESULTS Higher PM2.5 exposure was associated with CST IV (aOR 1.39, 95% CI 1.02-1.91). Further adjustment for race/ethnicity attenuated the association (aOR 1.34, 95% CI: 0.97-1.83). Black participants (vs. White) had higher median PM2.5 exposure (10.6 vs. 9.6 μg/m3, P < 0.001) and higher prevalence of CST IV (47% vs. 11%, P < 0.001). Mediation analysis revealed that higher PM2.5 exposure may explain 3.9% (P = 0.038) and 3.3% (P = 0.15) of the Black-White disparity in CST IV in unadjusted and adjusted models, respectively. CONCLUSION PM2.5 was associated with CST IV, a risk factor for sPTB. Additionally, PM2.5 exposure may partially explain racial differences in the prevalence of CST IV. Further research is warranted to discover how environmental exposures affect microbial composition and perpetuate racial health disparities.
Collapse
Affiliation(s)
| | - Allan C Just
- Department of Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Jacques Ravel
- Institute for Genome Sciences and Department of Microbiology and Immunology, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Michal A Elovitz
- Department of Obstetrics, Gynecology and Reproductive Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Heather H Burris
- Department of Pediatrics, The Children's Hospital of Philadelphia and University of Pennsylvania, Perelman School of Medicine, Philadelphia, PA, USA; Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia, PA, USA.
| |
Collapse
|
24
|
Jenkins DJ, Woolston BM, Hood-Pishchany MI, Pelayo P, Konopaski AN, Quinn Peters M, France MT, Ravel J, Mitchell CM, Rakoff-Nahoum S, Whidbey C, Balskus EP. Bacterial amylases enable glycogen degradation by the vaginal microbiome. Nat Microbiol 2023; 8:1641-1652. [PMID: 37563289 PMCID: PMC10465358 DOI: 10.1038/s41564-023-01447-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2021] [Accepted: 07/11/2023] [Indexed: 08/12/2023]
Abstract
The human vaginal microbiota is frequently dominated by lactobacilli and transition to a more diverse community of anaerobic microbes is associated with health risks. Glycogen released by lysed epithelial cells is believed to be an important nutrient source in the vagina. However, the mechanism by which vaginal bacteria metabolize glycogen is unclear, with evidence implicating both bacterial and human enzymes. Here we biochemically characterize six glycogen-degrading enzymes (GDEs), all of which are pullanases (PulA homologues), from vaginal bacteria that support the growth of amylase-deficient Lactobacillus crispatus on glycogen. We reveal variations in their pH tolerance, substrate preferences, breakdown products and susceptibility to inhibition. Analysis of vaginal microbiome datasets shows that these enzymes are expressed in all community state types. Finally, we confirm the presence and activity of bacterial and human GDEs in cervicovaginal fluid. This work establishes that bacterial GDEs can participate in the breakdown of glycogen, providing insight into metabolism that may shape the vaginal microbiota.
Collapse
Affiliation(s)
- Dominick J Jenkins
- Department of Chemistry and Chemical Biology, Harvard University, Cambridge, MA, USA
| | - Benjamin M Woolston
- Department of Chemistry and Chemical Biology, Harvard University, Cambridge, MA, USA
- Department of Chemical Engineering, Northeastern University, Boston, MA, USA
| | - M Indriati Hood-Pishchany
- Division of Infectious Diseases and Division of Gastroenterology, Department of Pediatrics, Boston Children's Hospital, Boston, MA, USA
- Department of Microbiology, Harvard Medical School, Boston, MA, USA
| | - Paula Pelayo
- Department of Chemistry and Chemical Biology, Harvard University, Cambridge, MA, USA
| | | | - M Quinn Peters
- Department of Chemistry, Seattle University, Seattle, WA, USA
| | - Michael T France
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD, USA
- Department of Microbiology and Immunology, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Jacques Ravel
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD, USA
- Department of Microbiology and Immunology, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Caroline M Mitchell
- Vincent Center for Reproductive Biology, Massachusetts General Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Seth Rakoff-Nahoum
- Division of Infectious Diseases and Division of Gastroenterology, Department of Pediatrics, Boston Children's Hospital, Boston, MA, USA.
- Department of Microbiology, Harvard Medical School, Boston, MA, USA.
| | | | - Emily P Balskus
- Department of Chemistry and Chemical Biology, Harvard University, Cambridge, MA, USA.
- Howard Hughes Medical Institute, Harvard University, Cambridge, MA, USA.
| |
Collapse
|
25
|
Romero R, Theis KR, Gomez-Lopez N, Winters AD, Panzer JJ, Lin H, Galaz J, Greenberg JM, Shaffer Z, Kracht DJ, Chaiworapongsa T, Jung E, Gotsch F, Ravel J, Peddada SD, Tarca AL. The Vaginal Microbiota of Pregnant Women Varies with Gestational Age, Maternal Age, and Parity. Microbiol Spectr 2023; 11:e0342922. [PMID: 37486223 PMCID: PMC10434204 DOI: 10.1128/spectrum.03429-22] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2022] [Accepted: 06/25/2023] [Indexed: 07/25/2023] Open
Abstract
The composition of the vaginal microbiota is heavily influenced by pregnancy and may factor into pregnancy complications, including spontaneous preterm birth. However, results among studies have been inconsistent due, in part, to variation in sample sizes and ethnicity. Thus, an association between the vaginal microbiota and preterm labor continues to be debated. Yet, before assessing associations between the composition of the vaginal microbiota and preterm labor, a robust and in-depth characterization of the vaginal microbiota throughout pregnancy in the specific study population under investigation is required. Here, we report a large longitudinal study (n = 474 women, 1,862 vaginal samples) of a predominantly African-American cohort-a population that experiences a relatively high rate of pregnancy complications-evaluating associations between individual identity, gestational age, and other maternal characteristics with the composition of the vaginal microbiota throughout gestation resulting in term delivery. The principal factors influencing the composition of the vaginal microbiota in pregnancy are individual identity and gestational age at sampling. Other factors are maternal age, parity, obesity, and self-reported Cannabis use. The general pattern across gestation is for the vaginal microbiota to remain or transition to a state of Lactobacillus dominance. This pattern can be modified by maternal parity and obesity. Regardless, network analyses reveal dynamic associations among specific bacterial taxa within the vaginal ecosystem, which shift throughout the course of pregnancy. This study provides a robust foundational understanding of the vaginal microbiota in pregnancy and sets the stage for further investigation of this microbiota in obstetrical disease. IMPORTANCE There is debate regarding links between the vaginal microbiota and pregnancy complications, especially spontaneous preterm birth. Inconsistencies in results among studies are likely due to differences in sample sizes and cohort ethnicity. Ethnicity is a complicating factor because, although all bacterial taxa commonly inhabiting the vagina are present among all ethnicities, the frequencies of these taxa vary among ethnicities. Therefore, an in-depth characterization of the vaginal microbiota throughout pregnancy in the specific study population under investigation is required prior to evaluating associations between the vaginal microbiota and obstetrical disease. This initial investigation is a large longitudinal study of the vaginal microbiota throughout gestation resulting in a term delivery in a predominantly African-American cohort, a population that experiences disproportionally negative maternal-fetal health outcomes. It establishes the magnitude of associations between maternal characteristics, such as age, parity, body mass index, and self-reported Cannabis use, on the vaginal microbiota in pregnancy.
Collapse
Affiliation(s)
- Roberto Romero
- Pregnancy Research Branch, Division of Obstetrics and Maternal-Fetal Medicine, Division of Intramural Research, Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, U.S. Department of Health and Human Services, Bethesda, Maryland, USA
- Department of Obstetrics and Gynecology, University of Michigan, Ann Arbor, Michigan, USA
- Department of Epidemiology and Biostatistics, Michigan State University, East Lansing, Michigan, USA
| | - Kevin R. Theis
- Pregnancy Research Branch, Division of Obstetrics and Maternal-Fetal Medicine, Division of Intramural Research, Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, U.S. Department of Health and Human Services, Bethesda, Maryland, USA
- Department of Obstetrics and Gynecology, Wayne State University School of Medicine, Detroit, Michigan, USA
- Department of Biochemistry, Microbiology, and Immunology, Wayne State University School of Medicine, Detroit, Michigan, USA
| | - Nardhy Gomez-Lopez
- Pregnancy Research Branch, Division of Obstetrics and Maternal-Fetal Medicine, Division of Intramural Research, Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, U.S. Department of Health and Human Services, Bethesda, Maryland, USA
- Department of Obstetrics and Gynecology, Wayne State University School of Medicine, Detroit, Michigan, USA
- Department of Biochemistry, Microbiology, and Immunology, Wayne State University School of Medicine, Detroit, Michigan, USA
- Center for Molecular Medicine and Genetics, Wayne State University School of Medicine, Detroit, Michigan, USA
| | - Andrew D. Winters
- Pregnancy Research Branch, Division of Obstetrics and Maternal-Fetal Medicine, Division of Intramural Research, Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, U.S. Department of Health and Human Services, Bethesda, Maryland, USA
- Department of Biochemistry, Microbiology, and Immunology, Wayne State University School of Medicine, Detroit, Michigan, USA
| | - Jonathan J. Panzer
- Pregnancy Research Branch, Division of Obstetrics and Maternal-Fetal Medicine, Division of Intramural Research, Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, U.S. Department of Health and Human Services, Bethesda, Maryland, USA
- Department of Biochemistry, Microbiology, and Immunology, Wayne State University School of Medicine, Detroit, Michigan, USA
| | - Huang Lin
- Biostatistics and Bioinformatics Branch, National Institute of Child Health and Human Development, Bethesda, Maryland, USA
| | - Jose Galaz
- Pregnancy Research Branch, Division of Obstetrics and Maternal-Fetal Medicine, Division of Intramural Research, Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, U.S. Department of Health and Human Services, Bethesda, Maryland, USA
- Department of Obstetrics and Gynecology, Wayne State University School of Medicine, Detroit, Michigan, USA
- Division of Obstetrics and Gynecology, School of Medicine, Faculty of Medicine, Pontificia Universidad Catolica de Chile, Santiago, Chile
| | - Jonathan M. Greenberg
- Pregnancy Research Branch, Division of Obstetrics and Maternal-Fetal Medicine, Division of Intramural Research, Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, U.S. Department of Health and Human Services, Bethesda, Maryland, USA
- Department of Obstetrics and Gynecology, Wayne State University School of Medicine, Detroit, Michigan, USA
| | - Zachary Shaffer
- Pregnancy Research Branch, Division of Obstetrics and Maternal-Fetal Medicine, Division of Intramural Research, Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, U.S. Department of Health and Human Services, Bethesda, Maryland, USA
- Department of Physiology, Wayne State University School of Medicine, Detroit, Michigan, USA
| | - David J. Kracht
- Pregnancy Research Branch, Division of Obstetrics and Maternal-Fetal Medicine, Division of Intramural Research, Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, U.S. Department of Health and Human Services, Bethesda, Maryland, USA
- Department of Obstetrics and Gynecology, Wayne State University School of Medicine, Detroit, Michigan, USA
| | - Tinnakorn Chaiworapongsa
- Pregnancy Research Branch, Division of Obstetrics and Maternal-Fetal Medicine, Division of Intramural Research, Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, U.S. Department of Health and Human Services, Bethesda, Maryland, USA
- Department of Obstetrics and Gynecology, Wayne State University School of Medicine, Detroit, Michigan, USA
| | - Eunjung Jung
- Pregnancy Research Branch, Division of Obstetrics and Maternal-Fetal Medicine, Division of Intramural Research, Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, U.S. Department of Health and Human Services, Bethesda, Maryland, USA
- Department of Obstetrics and Gynecology, Wayne State University School of Medicine, Detroit, Michigan, USA
- Department of Obstetrics and Gynecology, Busan Paik Hospital, Inje University College of Medicine, Busan, Republic of Korea
| | - Francesca Gotsch
- Pregnancy Research Branch, Division of Obstetrics and Maternal-Fetal Medicine, Division of Intramural Research, Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, U.S. Department of Health and Human Services, Bethesda, Maryland, USA
- Department of Obstetrics and Gynecology, Wayne State University School of Medicine, Detroit, Michigan, USA
| | - Jacques Ravel
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, Maryland, USA
- Department of Microbiology and Immunology, University of Maryland School of Medicine, Baltimore, Maryland, USA
| | - Shyamal D. Peddada
- Biostatistics and Bioinformatics Branch, National Institute of Child Health and Human Development, Bethesda, Maryland, USA
| | - Adi L. Tarca
- Pregnancy Research Branch, Division of Obstetrics and Maternal-Fetal Medicine, Division of Intramural Research, Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, U.S. Department of Health and Human Services, Bethesda, Maryland, USA
- Department of Obstetrics and Gynecology, Wayne State University School of Medicine, Detroit, Michigan, USA
- Center for Molecular Medicine and Genetics, Wayne State University School of Medicine, Detroit, Michigan, USA
- Department of Computer Science, Wayne State University College of Engineering, Detroit, Michigan, USA
| |
Collapse
|
26
|
Tuddenham S, Shafiq M, Mathad JS, Alexander M, Naik S, Kulkarni V, Deshpande P, Humphrys MS, Holm JB, Khan N, Yadana S, Cheedalla A, Bhosale R, Ghanem KG, Wang T, Wang S, Ma B, Ravel J, Gupta A, Shivakoti R. Association of Pregnancy and HIV Status With Molecular-Bacterial Vaginosis in Indian Women. J Acquir Immune Defic Syndr 2023; 93:422-430. [PMID: 37155962 PMCID: PMC10524256 DOI: 10.1097/qai.0000000000003215] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2022] [Accepted: 04/17/2023] [Indexed: 05/10/2023]
Abstract
BACKGROUND Bacterial vaginosis (BV) is a highly prevalent disorder of the cervicovaginal microbiota. Molecular-BV may put women at increased risk for adverse reproductive and obstetric outcomes. We investigated the association of HIV and pregnancy on the vaginal microbiota and associations with molecular-BV in women of reproductive age from Pune, India. SETTING We studied vaginal samples from N = 170 women, including N = 44 nonpregnant HIV seronegative, N = 56 pregnant seronegative, N = 47 nonpregnant women with HIV (WWH), and N = 23 pregnant WWH, and collected data on clinical, behavioral, and demographic factors. METHODS We used 16S rRNA gene amplicon sequencing to characterize the composition of the vaginal microbiota. We classified the vaginal microbiota of these women into community state types based on bacterial composition and relative abundance and further categorized them into molecular-BV versus Lactobacillus -dominated states. To determine associations between pregnancy and HIV status with outcome of molecular-BV, logistic regression models were used. RESULTS There was a high prevalence of molecular-BV (30%) in this cohort. We found that pregnancy was associated with decreased odds of molecular-BV (adjusted OR = 0.35, 95% CI: 0.14 to 0.87), while HIV was associated with increased odds of molecular-BV (adjusted OR = 2.76, 95% CI: 1.33 to 5.73), even when controlling for multiple relevant factors such as age, number of sexual partners, condom use, and douching. CONCLUSION Larger and longitudinal studies are needed to further characterize molecular-BV and the vaginal microbiota in pregnant women and WWH and relate these factors to infectious, reproductive, and obstetric outcomes. In the long term, these studies may lead to novel microbiota-based therapeutics to improve women's reproductive and obstetric health.
Collapse
Affiliation(s)
- Susan Tuddenham
- Division of Infectious Diseases, Johns Hopkins University School of Medicine, Baltimore, USA
| | - Mehr Shafiq
- Department of Epidemiology, Columbia University Mailman School of Public Health, New York, USA
| | - Jyoti S. Mathad
- Department of Medicine, Weill Cornell Medical College, New York, USA
| | - Mallika Alexander
- Byramjee Jeejeebhoy Government Medical College-Johns Hopkins University Clinical Research Site, Pune, India
| | - Shilpa Naik
- Department of Obstetrics and Gynecology, Byramjee Jeejeebhoy Government Medical College, Pune, India
| | - Vandana Kulkarni
- Byramjee Jeejeebhoy Government Medical College-Johns Hopkins University Clinical Research Site, Pune, India
| | - Prasad Deshpande
- Byramjee Jeejeebhoy Government Medical College-Johns Hopkins University Clinical Research Site, Pune, India
| | - Mike S. Humphrys
- Institute for Genome Sciences and Department of Microbiology and Immunology, University of Maryland School of Medicine, Baltimore, USA
| | - Johanna B. Holm
- Institute for Genome Sciences and Department of Microbiology and Immunology, University of Maryland School of Medicine, Baltimore, USA
| | - Nawshaba Khan
- Byramjee Jeejeebhoy Government Medical College-Johns Hopkins University Clinical Research Site, Pune, India
| | - Su Yadana
- Department of Epidemiology, Columbia University Mailman School of Public Health, New York, USA
| | | | - Ramesh Bhosale
- Department of Obstetrics and Gynecology, Byramjee Jeejeebhoy Government Medical College, Pune, India
| | - Khalil G. Ghanem
- Division of Infectious Diseases, Johns Hopkins University School of Medicine, Baltimore, USA
| | - Tian Wang
- Department of Biostatistics, Columbia University Mailman School of Public Health, New York, USA
| | - Shuang Wang
- Department of Biostatistics, Columbia University Mailman School of Public Health, New York, USA
| | - Bing Ma
- Institute for Genome Sciences and Department of Microbiology and Immunology, University of Maryland School of Medicine, Baltimore, USA
| | - Jacques Ravel
- Institute for Genome Sciences and Department of Microbiology and Immunology, University of Maryland School of Medicine, Baltimore, USA
| | - Amita Gupta
- Division of Infectious Diseases, Johns Hopkins University School of Medicine, Baltimore, USA
| | - Rupak Shivakoti
- Department of Epidemiology, Columbia University Mailman School of Public Health, New York, USA
| |
Collapse
|
27
|
McCoy JA, Burris HH, Gerson KD, McCarthy C, Ravel J, Elovitz MA. Cervicovaginal Microbial-Immune State and Group B Streptococcus Colonization in Pregnancy. Am J Perinatol 2023:10.1055/s-0043-1772226. [PMID: 37557898 PMCID: PMC10853487 DOI: 10.1055/s-0043-1772226] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 08/11/2023]
Abstract
OBJECTIVE Maternal colonization with Group B Streptococcus (GBS) is a significant risk factor for serious neonatal morbidity. There are limited data on how the cervicovaginal (CV) microbiota and host immune factor β-defensin-2 might influence GBS colonization in pregnant individuals. This study sought to determine if the CV microbiota is associated with GBS colonization in pregnant individuals, and if β-defensin-2 modifies this relationship. STUDY DESIGN This was a secondary analysis of a prospective cohort study of pregnant individuals with singleton pregnancies who had CV microbiota specimens analyzed at 16 to 20, 20 to 24, and 24 to 28 weeks' gestation, along with a third trimester GBS rectovaginal (RV) culture (n = 492). Microbiota data were analyzed with 16S rRNA gene sequencing and classified into community state types (CSTs). Log-binomial multivariable regression was used to model associations between CST and GBS RV status and to calculate risk ratios. β-defensin-2, an immune factor known to modulate the relationship between CST and pregnancy outcomes, was examined as an effect modifier. RESULTS Of 492 individuals, 34.3% were GBS RV + . Compared with individuals with CST I at 16 to 20 weeks, individuals with CST IV-A and CST II had a significantly elevated relative risk of subsequent GBS RV+ status. When stratified by high and low β-defensin-2 levels, β-defensin-2 was found to be an effect modifier of the association between CST IV-A and GBS RV+ status. In individuals with low β-defensin-2 levels, CST VI-A was associated with GBS RV+ status, but among individuals with high β-defensin-2 levels, there was no such association (interaction p-value = 0.03). CONCLUSION Pregnant individuals with CV microbiota characterized by CST IV-A and CST II had significantly elevated risk of GBS RV colonization in the third trimester compared with those with CST I, and β-defensin-2 was an effect modifier of the association between CST IV-A and GBS RV+ status. Future research should investigate if manipulation of the CV microbiota can prevent GBS colonization, thereby reducing intrapartum antibiotic prophylaxis and the risks of neonatal GBS infection. KEY POINTS · The relationship between the CV microbiota and GBS RV colonization is unknown.. · A Lactobacillus-deficient, anaerobic rich vaginal community, CST IV-A, is associated with increased risk of GBS RV colonization.. · β-defensin-2 is an effect modifier of the association between CST IV-A and GBS RV+ status..
Collapse
Affiliation(s)
- Jennifer A. McCoy
- Department of OB/GYN, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Heather H. Burris
- Department of OB/GYN, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
- Department of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania
| | - Kristin D. Gerson
- Department of OB/GYN, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Clare McCarthy
- Department of OB/GYN, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Jacques Ravel
- Department of Microbiology and Immunology, Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, Maryland
| | - Michal A. Elovitz
- Department of Obstetrics, Gynecology and Reproductive Sciences, Icahn School of Medicine at Mount Sinai, New York, New York
| |
Collapse
|
28
|
Lee CY, Diegel J, France MT, Ravel J, Arnold KB. Evaluation of vaginal microbiome equilibrium states identifies microbial parameters linked to resilience after menses and antibiotic therapy. PLoS Comput Biol 2023; 19:e1011295. [PMID: 37566641 PMCID: PMC10446192 DOI: 10.1371/journal.pcbi.1011295] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2023] [Revised: 08/23/2023] [Accepted: 06/23/2023] [Indexed: 08/13/2023] Open
Abstract
The vaginal microbiome (VMB) is a complex microbial community that is closely tied to reproductive health. Optimal VMB communities have compositions that are commonly defined by the dominance of certain Lactobacillus spp. and can remain stable over time or transition to non-optimal states dominated by anaerobic bacteria and associated with bacterial vaginosis (BV). The ability to remain stable or undergo transitions suggests a system with either single (mono-stable) or multiple (multi-stable) equilibrium states, though factors that contribute to stability have been difficult to determine due to heterogeneity in microbial growth characteristics and inter-species interactions. Here, we use a computational model to determine whether differences in microbial growth and interaction parameters could alter equilibrium state accessibility and account for variability in community composition after menses and antibiotic therapies. Using a global uncertainty and sensitivity analysis that captures parameter sets sampled from a physiologically relevant range, model simulations predicted that 79.7% of microbial communities were mono-stable (gravitate to one composition type) and 20.3% were predicted to be multi-stable (can gravitate to more than one composition type, given external perturbations), which was not significantly different from observations in two clinical cohorts (HMP cohort, 75.2% and 24.8%; Gajer cohort, 78.1% and 21.9%, respectively). The model identified key microbial parameters that governed equilibrium state accessibility, such as the importance of non-optimal anaerobic bacteria interactions with Lactobacillus spp., which is largely understudied. Model predictions for composition changes after menses and antibiotics were not significantly different from those observed in clinical cohorts. Lastly, simulations were performed to illustrate how this quantitative framework can be used to gain insight into the development of new combinatorial therapies involving altered prebiotic and antibiotic dosing strategies. Altogether, dynamical models could guide development of more precise therapeutic strategies to manage BV.
Collapse
Affiliation(s)
- Christina Y. Lee
- Department of Biomedical Engineering, University of Michigan, Ann Arbor, Michigan, United States of America
| | - Jenna Diegel
- Department of Biomedical Engineering, University of Michigan, Ann Arbor, Michigan, United States of America
| | - Michael T. France
- Institute for Genome Sciences and Department of Microbiology and Immunology, University of Maryland School of Medicine, Baltimore, Maryland, United States of America
| | - Jacques Ravel
- Institute for Genome Sciences and Department of Microbiology and Immunology, University of Maryland School of Medicine, Baltimore, Maryland, United States of America
| | - Kelly B. Arnold
- Department of Biomedical Engineering, University of Michigan, Ann Arbor, Michigan, United States of America
| |
Collapse
|
29
|
Holm JB, Carter KA, Ravel J, Brotman RM. Lactobacillus iners and genital health: molecular clues to an enigmatic vaginal species. Curr Infect Dis Rep 2023; 25:67-75. [PMID: 37234911 PMCID: PMC10209668 DOI: 10.1007/s11908-023-00798-5] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/27/2023] [Indexed: 03/09/2023]
Abstract
Purpose of review Vaginal lactobacilli are recognized as important drivers of genital health including protection against bacterial vaginosis and sexually transmitted infections. Lactobacillus iners is distinct from L. crispatus, L. gasseri, and L. jensenii by its high global prevalence in vaginal microbiomes, relatively small genome, production of only L-lactic acid, and inconsistent associations with genital health outcomes. In this review, we summarize our current understanding of the role of L. iners in the vaginal microbiome, highlight the importance of strain-level consideration for this species, and explain that while marker gene-based characterization of the composition of the vaginal microbiota does not capture strain-level resolution, whole metagenome sequencing can aid in expanding our understanding of this species in genital health. Recent findings L. iners exists in the vaginal microbiome as a unique combination of strains. The functional repertoires of these strain combinations are likely wide and contribute to the survival of this species in a variety of vaginal microenvironments. In published studies to date, strain-specific effects are aggregated and may yield imprecise estimates of risk associated with this species. Summary The worldwide high prevalence of Lactobacillus iners warrants more research into its functional roles in the vaginal microbiome and how it may directly impact susceptibility to infections. By incorporating strain-level resolution into future research endeavors, we may begin to appreciate L. iners more thoroughly and identify novel therapeutic targets for a variety of genital health challenges.
Collapse
Affiliation(s)
- Johanna B. Holm
- Institute for Genome Sciences, University of Maryland
School of Medicine, Baltimore, MD, USA
- Department of Microbiology and Immunology, University of
Maryland School of Medicine, Baltimore, MD, USA
| | - Kayla A. Carter
- Institute for Genome Sciences, University of Maryland
School of Medicine, Baltimore, MD, USA
| | - Jacques Ravel
- Institute for Genome Sciences, University of Maryland
School of Medicine, Baltimore, MD, USA
- Department of Microbiology and Immunology, University of
Maryland School of Medicine, Baltimore, MD, USA
| | - Rebecca M. Brotman
- Institute for Genome Sciences, University of Maryland
School of Medicine, Baltimore, MD, USA
- Department of Epidemiology and Public Health, University of
Maryland School of Medicine, Baltimore, MD, USA
| |
Collapse
|
30
|
Holm JB, France MT, Gajer P, Ma B, Brotman RM, Shardell M, Forney L, Ravel J. High-resolution functional description of vaginal microbiomes in health and disease. bioRxiv 2023:2023.03.24.533147. [PMID: 36993583 PMCID: PMC10055360 DOI: 10.1101/2023.03.24.533147] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 06/19/2023]
Abstract
Background A Lactobacillus-dominated vaginal microbiome provides the first line of defense against numerous adverse genital tract health outcomes. However, there is limited understanding of the mechanisms by which the vaginal microbiome modulates protection, as prior work mostly described its composition through morphologic assessment and marker gene sequencing methods that do not capture functional information. To address this limitation, we developed metagenomic community state types (mgCSTs) which uses metagenomic sequences to describe and define vaginal microbiomes based on both composition and function. Results MgCSTs are categories of microbiomes classified using taxonomy and the functional potential encoded in their metagenomes. MgCSTs reflect unique combinations of metagenomic subspecies (mgSs), which are assemblages of bacterial strains of the same species, within a microbiome. We demonstrate that mgCSTs are associated with demographics such as age and race, as well as vaginal pH and Gram stain assessment of vaginal smears. Importantly, these associations varied between mgCSTs predominated by the same bacterial species. A subset of mgCSTs, including three of the six predominated by Gardnerella mgSs, as well as a mgSs of L. iners, were associated with a greater likelihood of Amsel bacterial vaginosis diagnosis. This L. iners mgSs, among other functional features, encoded enhanced genetic capabilities for epithelial cell attachment that could facilitate cytotoxin-mediated cell lysis. Finally, we report a mgSs and mgCST classifier as an easily applied, standardized method for use by the microbiome research community. Conclusions MgCSTs are a novel and easily implemented approach to reducing the dimension of complex metagenomic datasets, while maintaining their functional uniqueness. MgCSTs enable investigation of multiple strains of the same species and the functional diversity in that species. Future investigations of functional diversity may be key to unraveling the pathways by which the vaginal microbiome modulates protection to the genital tract. Importantly, our findings support the hypothesis that functional differences between vaginal microbiomes, including those that may look compositionally similar, are critical considerations in vaginal health. Ultimately, mgCSTs may lead to novel hypotheses concerning the role of the vaginal microbiome in promoting health and disease, and identify targets for novel prognostic, diagnostic, and therapeutic strategies to improve women's genital health.
Collapse
Affiliation(s)
- Johanna B. Holm
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD, USA
- Department of Microbiology and Immunology, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Michael T. France
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD, USA
- Department of Microbiology and Immunology, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Pawel Gajer
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Bing Ma
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD, USA
- Department of Microbiology and Immunology, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Rebecca M. Brotman
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD, USA
- Department of Epidemiology and Public Health, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Michelle Shardell
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD, USA
- Department of Epidemiology and Public Health, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Larry Forney
- Department of Biological Sciences, University of Idaho, Moscow, ID
| | - Jacques Ravel
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD, USA
- Department of Microbiology and Immunology, University of Maryland School of Medicine, Baltimore, MD, USA
| |
Collapse
|
31
|
Elsasser TH, Ma B, Ravel J, Kahl S, Gajer P, Cross A. Short-term feeding of defatted bovine colostrum mitigates inflammation in the gut via changes in metabolites and microbiota in a chicken animal model. Anim Microbiome 2023; 5:6. [PMID: 36703224 PMCID: PMC9878500 DOI: 10.1186/s42523-023-00225-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2022] [Accepted: 01/10/2023] [Indexed: 01/27/2023] Open
Abstract
BACKGROUND Nondrug supplement strategies to improve gut health have largely focused on the effects of individual compounds to improve one aspect of gut homeostasis. However, there is no comprehensive assessment of the reproducible effects of oral, short-term, low-level colostrum supplementation on gut inflammation status that are specific to the ileum. Herein, a chicken animal model highly responsive to even mild gut inflammatory stimuli was employed to compare the outcomes of feeding a standard diet (CON) to those of CON supplemented with a centrifuge-defatted bovine colostrum (BC) or a nonfat dried milk (NFDM) control on the efficiency of nutrient use, ileal morphology, gut nitro-oxidative inflammation status, metabolites, and the composition of the microbiota. RESULTS A repeated design, iterative multiple regression model was developed to analyze how BC affected ileal digesta-associated anti-inflammatory metabolite abundance coincident with observed changes in the ileal microbiome, mitigation of epithelial inflammation, and ileal surface morphology. An improved whole body nutrient use efficiency in the BC group (v CON and NFDM) coincided with the observed increased ileum absorptive surface and reduced epithelial cell content of tyrosine-nitrated protein (NT, biomarker of nitro-oxidative inflammatory stress). Metabolome analysis revealed that anti-inflammatory metabolites were significantly greater in abundance in BC-fed animals. BC also had a beneficial BC impact on microbiota, particularly in promoting the presence of the bacterial types associated with eubiosis and the segmented filamentous bacteria, Candidatus Arthromitus. CONCLUSION The data suggest that an anti-inflammatory environment in the ileum was more evident in BC than in the other feeding groups and associated with an increased content of statistically definable groups of anti-inflammatory metabolites that appear to functionally link the observed interactions between the host's improved gut health with an observed increase in whole body nutrient use efficiency, beneficial changes in the microbiome and immunometabolism.
Collapse
Affiliation(s)
- Ted H. Elsasser
- grid.463419.d0000 0001 0946 3608Animal Biosciences and Biotechnology Laboratory, USA Department of Agriculture (USDA), Agricultural Research Service (ARS), Beltsville, MD 20705 USA
| | - Bing Ma
- grid.411024.20000 0001 2175 4264Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD 21201 USA
| | - Jacques Ravel
- grid.411024.20000 0001 2175 4264Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD 21201 USA
| | - Stanislaw Kahl
- grid.463419.d0000 0001 0946 3608Animal Biosciences and Biotechnology Laboratory, USA Department of Agriculture (USDA), Agricultural Research Service (ARS), Beltsville, MD 20705 USA
| | - Pawel Gajer
- grid.411024.20000 0001 2175 4264Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD 21201 USA
| | - Alan Cross
- grid.411024.20000 0001 2175 4264Center for Vaccine Development and Global Health, University of Maryland School of Medicine, Baltimore, MD 21201 USA
| |
Collapse
|
32
|
Handa VL, Brotman RM, Ravel J, Tuddenham S. Does Bacterial Vaginosis Contribute to Urinary Tract Infection? Curr Infect Dis Rep 2023. [DOI: 10.1007/s11908-022-00795-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
|
33
|
Armstrong E, Hemmerling A, Joag V, Huibner S, Kulikova M, Crawford E, Castañeda GR, Anzala O, Obila O, Shahabi K, Ravel J, Coburn B, Cohen CR, Kaul R. Treatment Success Following Standard Antibiotic Treatment for Bacterial Vaginosis Is Not Associated With Pretreatment Genital Immune or Microbial Parameters. Open Forum Infect Dis 2023; 10:ofad007. [PMID: 36726539 PMCID: PMC9887266 DOI: 10.1093/ofid/ofad007] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2022] [Accepted: 01/05/2023] [Indexed: 01/09/2023] Open
Abstract
Background Bacterial vaginosis (BV) is a proinflammatory genital condition associated with adverse reproductive health outcomes, including increased HIV incidence. However, BV recurrence rates are high after standard antibiotic treatment. While the composition of the vaginal microbiota before BV treatment may be linked to BV recurrence, it is unclear whether the preceding genital immune milieu is predictive of treatment success. Methods Here we assessed whether baseline vaginal soluble immune factors or the composition of the vaginal microbiota predicted treatment success 1 month after metronidazole treatment in 2 separate cohorts of women with BV, 1 in the United States and 1 in Kenya; samples within 48 hours of BV treatment were also available for the US cohort. Results Neither soluble immune factors nor the composition of the vaginal microbiota before BV treatment was associated with treatment response in either cohort. In the US cohort, although the absolute abundances of key vaginal bacterial taxa pretreatment were not associated with treatment response, participants with sustained BV clearance had a more pronounced reduction in the absolute abundance of Gardnerella vaginalis immediately after treatment. Conclusions Pretreatment immune and microbial parameters were not predictive of BV treatment success in these clinical cohorts.
Collapse
Affiliation(s)
- Eric Armstrong
- Correspondence: Eric Armstrong, BSc, 1 King’s College Circle, Room 6356 Toronto, ON, Canada M5S 1A8 (); or Rupert Kaul, MD, PhD, 1 King’s College Circle, Room 6356, Toronto, ON, Canada M5S 1A8 ()
| | - Anke Hemmerling
- Department of Obstetrics, Gynecology & Reproductive Sciences, University of California, San Francisco, San Francisco, California, USA
| | - Vineet Joag
- Department of Microbiology and Immunology, University of Minnesota, Minneapolis, Minnesota, USA
| | - Sanja Huibner
- Department of Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Maria Kulikova
- Toronto General Hospital Research Institute, University Health Network, Toronto, Ontario, Canada
| | - Emily Crawford
- Department of Microbiology and Immunology, University of California, San Francisco, San Francisco, California, USA
| | | | - Omu Anzala
- Department of Medical Microbiology, University of Nairobi, Nairobi, Kenya
| | - Onyango Obila
- Department of Medical Microbiology, University of Nairobi, Nairobi, Kenya
| | - Kamnoosh Shahabi
- Department of Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Jacques Ravel
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, Maryland, USA,Department of Microbiology and Immunology, University of Maryland School of Medicine, Baltimore, Maryland, USA
| | - Bryan Coburn
- Department of Medicine, University of Toronto, Toronto, Ontario, Canada,Department of Medicine, University Health Network, Toronto, Ontario, Canada
| | - Craig R Cohen
- Department of Obstetrics, Gynecology & Reproductive Sciences, University of California, San Francisco, San Francisco, California, USA
| | - Rupert Kaul
- Correspondence: Eric Armstrong, BSc, 1 King’s College Circle, Room 6356 Toronto, ON, Canada M5S 1A8 (); or Rupert Kaul, MD, PhD, 1 King’s College Circle, Room 6356, Toronto, ON, Canada M5S 1A8 ()
| |
Collapse
|
34
|
Tuddenham S, Gajer P, Burke AE, Murphy C, Klein SL, Stennett CA, Wilgus B, Ravel J, Ghanem KG, Brotman RM. Lactobacillus-dominance and rapid stabilization of vaginal microbiota in combined oral contraceptive pill users examined through a longitudinal cohort study with frequent vaginal sampling over two years. EBioMedicine 2023; 87:104407. [PMID: 36529102 PMCID: PMC9792759 DOI: 10.1016/j.ebiom.2022.104407] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2022] [Revised: 11/22/2022] [Accepted: 11/24/2022] [Indexed: 12/23/2022] Open
Abstract
BACKGROUND Bacterial vaginosis (BV), a condition in which vaginal Lactobacillus spp. are in low abundance, is associated with vulvovaginal symptoms, obstetric outcomes and urogenital infections. Recurrent BV is difficult to manage, and emerging data indicate a reduced risk of BV with the use of hormonal contraception (HC). Despite widespread use, little longitudinal data is available on whether, and in what timeframe, combined oral contraceptive pills (COCs) may act to affect vaginal microbiota stability and Lactobacillus dominance. METHODS We compared the vaginal microbiota of reproductive-age cisgender women during intervals on combined estrogen and progestin COCs with non-use intervals in a 2-year observational study. Vaginal microbiota were characterized by 16S rRNA gene amplicon sequencing. FINDINGS COC users were more likely to have Lactobacillus-dominated microbiota and more stable microbiota over time. Stability increased and then plateaued four weeks after COC initiation. The associations between COCs and Lactobacillus spp. dominance, and microbiota stability, were statistically significant for White, but not African American women; however sample size was limited for African American participants. Findings were similar for other forms of HC and when excluding samples collected during menses. INTERPRETATION Our study provides a methodologic framework to evaluate observational longitudinal microbiota data with exposure crossovers. We found COCs are associated with vaginal microbiota stability and a Lactobacillus-dominated state. COCs appear to impact stability within a month of initiation. Our findings have clinical implications for how soon benefits can be expected in (at least White) patients initiating COCs, and support the need for larger prospective trials to verify our results in ethnically diverse populations. FUNDING R01-AI089878.
Collapse
Affiliation(s)
- Susan Tuddenham
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
| | - Pawel Gajer
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Anne E Burke
- Department of Gynecology and Obstetrics, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Catherine Murphy
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Sabra L Klein
- W. Harry Feinstone Department of Molecular Microbiology and Immunology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Christina A Stennett
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD, USA; Department of Epidemiology and Public Health, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Barbara Wilgus
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Jacques Ravel
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD, USA; Department of Microbiology and Immunology, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Khalil G Ghanem
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Rebecca M Brotman
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD, USA; Department of Epidemiology and Public Health, University of Maryland School of Medicine, Baltimore, MD, USA
| |
Collapse
|
35
|
Gerson KD, Yang N, Landau Z, Ravel J, Elovitz MA, Burris HH. Tyramine paradoxically suppresses immune output of the cervicovaginal epithelium: potential mechanisms promoting a Lactobacillus-deplete microbiota. Am J Obstet Gynecol 2023. [DOI: 10.1016/j.ajog.2022.11.319] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
|
36
|
Gerson KD, Yang N, Ravel J, Elovitz MA, Burris HH. Microbes common in a Lactobacillus-deplete microbiota are negatively correlated with lipid metabolite abundance in pregnancy. Am J Obstet Gynecol 2023. [DOI: 10.1016/j.ajog.2022.11.878] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
|
37
|
Mahajan G, Doherty E, To T, Sutherland A, Grant J, Junaid A, Gulati A, LoGrande N, Izadifar Z, Timilsina SS, Horváth V, Plebani R, France M, Hood-Pishchany I, Rakoff-Nahoum S, Kwon DS, Goyal G, Prantil-Baun R, Ravel J, Ingber DE. Vaginal microbiome-host interactions modeled in a human vagina-on-a-chip. Microbiome 2022; 10:201. [PMID: 36434666 PMCID: PMC9701078 DOI: 10.1186/s40168-022-01400-1] [Citation(s) in RCA: 25] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/20/2022] [Accepted: 10/24/2022] [Indexed: 05/09/2023]
Abstract
BACKGROUND A dominance of non-iners Lactobacillus species in the vaginal microbiome is optimal and strongly associated with gynecological and obstetric health, while the presence of diverse obligate or facultative anaerobic bacteria and a paucity in Lactobacillus species, similar to communities found in bacterial vaginosis (BV), is considered non-optimal and associated with adverse health outcomes. Various therapeutic strategies are being explored to modulate the composition of the vaginal microbiome; however, there is no human model that faithfully reproduces the vaginal epithelial microenvironment for preclinical validation of potential therapeutics or testing hypotheses about vaginal epithelium-microbiome interactions. RESULTS Here, we describe an organ-on-a-chip (organ chip) microfluidic culture model of the human vaginal mucosa (vagina chip) that is lined by hormone-sensitive, primary vaginal epithelium interfaced with underlying stromal fibroblasts, which sustains a low physiological oxygen concentration in the epithelial lumen. We show that the Vagina Chip can be used to assess colonization by optimal L. crispatus consortia as well as non-optimal Gardnerella vaginalis-containing consortia, and to measure associated host innate immune responses. Co-culture and growth of the L. crispatus consortia on-chip was accompanied by maintenance of epithelial cell viability, accumulation of D- and L-lactic acid, maintenance of a physiologically relevant low pH, and down regulation of proinflammatory cytokines. In contrast, co-culture of G. vaginalis-containing consortia in the vagina chip resulted in epithelial cell injury, a rise in pH, and upregulation of proinflammatory cytokines. CONCLUSION This study demonstrates the potential of applying human organ chip technology to create a preclinical model of the human vaginal mucosa that can be used to better understand interactions between the vaginal microbiome and host tissues, as well as to evaluate the safety and efficacy of live biotherapeutics products. Video Abstract.
Collapse
Affiliation(s)
- Gautam Mahajan
- Wyss Institute for Biologically Inspired Engineering at Harvard University, Boston, MA, 02115, USA
- Present address: Emulate, Inc, 27 Drydock Ave, Boston, MA, 02210, USA
| | - Erin Doherty
- Wyss Institute for Biologically Inspired Engineering at Harvard University, Boston, MA, 02115, USA
| | - Tania To
- Wyss Institute for Biologically Inspired Engineering at Harvard University, Boston, MA, 02115, USA
| | - Arlene Sutherland
- Wyss Institute for Biologically Inspired Engineering at Harvard University, Boston, MA, 02115, USA
| | - Jennifer Grant
- Wyss Institute for Biologically Inspired Engineering at Harvard University, Boston, MA, 02115, USA
| | - Abidemi Junaid
- Wyss Institute for Biologically Inspired Engineering at Harvard University, Boston, MA, 02115, USA
| | - Aakanksha Gulati
- Wyss Institute for Biologically Inspired Engineering at Harvard University, Boston, MA, 02115, USA
| | - Nina LoGrande
- Wyss Institute for Biologically Inspired Engineering at Harvard University, Boston, MA, 02115, USA
| | - Zohreh Izadifar
- Wyss Institute for Biologically Inspired Engineering at Harvard University, Boston, MA, 02115, USA
| | - Sanjay Sharma Timilsina
- Wyss Institute for Biologically Inspired Engineering at Harvard University, Boston, MA, 02115, USA
| | - Viktor Horváth
- Wyss Institute for Biologically Inspired Engineering at Harvard University, Boston, MA, 02115, USA
| | - Roberto Plebani
- Wyss Institute for Biologically Inspired Engineering at Harvard University, Boston, MA, 02115, USA
- Present address: Center on Advanced Studies and Technology, Department of Medical, Oral and Biotechnological Sciences, G. d'Annunzio, University of Chieti-Pescara, Chieti, Italy
| | - Michael France
- Institute for Genome Sciences and Department of Microbiology & Immunology, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Indriati Hood-Pishchany
- Division of Infectious Diseases and Division of Gastroenterology, Department of Pediatrics, Boston Children's Hospital and Harvard Medical School, 300 Longwood Avenue, Boston, Massachusetts, 02115, USA
| | - Seth Rakoff-Nahoum
- Division of Infectious Diseases and Division of Gastroenterology, Department of Pediatrics, Boston Children's Hospital and Harvard Medical School, 300 Longwood Avenue, Boston, Massachusetts, 02115, USA
| | - Douglas S Kwon
- Ragon Institute of MGH, MIT, and Harvard, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
- Division of Infectious Diseases, Massachusetts General Hospital, Boston, MA, USA
| | - Girija Goyal
- Wyss Institute for Biologically Inspired Engineering at Harvard University, Boston, MA, 02115, USA
| | - Rachelle Prantil-Baun
- Wyss Institute for Biologically Inspired Engineering at Harvard University, Boston, MA, 02115, USA
| | - Jacques Ravel
- Institute for Genome Sciences and Department of Microbiology & Immunology, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Donald E Ingber
- Wyss Institute for Biologically Inspired Engineering at Harvard University, Boston, MA, 02115, USA.
- Vascular Biology Program and Department of Surgery, Boston Children's Hospital and Harvard Medical School, Boston, MA, 02115, USA.
- Harvard John A. Paulson School of Engineering and Applied Sciences, Harvard University, Cambridge, MA, 02139, USA.
| |
Collapse
|
38
|
France MT, Brown SE, Rompalo AM, Brotman RM, Ravel J. Identification of shared bacterial strains in the vaginal microbiota of related and unrelated reproductive-age mothers and daughters using genome-resolved metagenomics. PLoS One 2022; 17:e0275908. [PMID: 36288274 PMCID: PMC9604009 DOI: 10.1371/journal.pone.0275908] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2022] [Accepted: 09/26/2022] [Indexed: 11/29/2022] Open
Abstract
It has been suggested that the human microbiome might be vertically transmitted from mother to offspring and that early colonizers may play a critical role in development of the immune system. Studies have shown limited support for the vertical transmission of the intestinal microbiota but the derivation of the vaginal microbiota remains largely unknown. Although the vaginal microbiota of children and reproductive age women differ in composition, the vaginal microbiota could be vertically transmitted. To determine whether there was any support for this hypothesis, we examined the vaginal microbiota of daughter-mother pairs from the Baltimore metropolitan area (ages 14-27, 32-51; n = 39). We assessed whether the daughter's microbiota was similar in composition to their mother's using metataxonomics. Permutation tests revealed that while some pairs did have similar vaginal microbiota, the degree of similarity did not exceed that expected by chance. Genome-resolved metagenomics was used to identify shared bacterial strains in a subset of the families (n = 22). We found a small number of bacterial strains that were shared between mother-daughter pairs but identified more shared strains between individuals from different families, indicating that vaginal bacteria may display biogeographic patterns. Earlier-in-life studies are needed to demonstrate vertical transmission of the vaginal microbiota.
Collapse
Affiliation(s)
- Michael T. France
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, Maryland, United States of America
- Department of Microbiology and Immunology, University of Maryland School of Medicine, Baltimore, Maryland, United States of America
| | - Sarah E. Brown
- Department of Epidemiology and Public Health, University of Maryland School of Medicine, Baltimore, Maryland, United States of America
| | - Anne M. Rompalo
- Division of Infectious Diseases, John Hopkins School of Medicine, Baltimore, Maryland, United States of America
| | - Rebecca M. Brotman
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, Maryland, United States of America
- Department of Epidemiology and Public Health, University of Maryland School of Medicine, Baltimore, Maryland, United States of America
| | - Jacques Ravel
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, Maryland, United States of America
- Department of Microbiology and Immunology, University of Maryland School of Medicine, Baltimore, Maryland, United States of America
| |
Collapse
|
39
|
Tessandier N, Uysal IB, Elie B, Selinger C, Bernat C, Boué V, Grasset S, Groc S, Rahmoun M, Reyné B, Bender N, Bonneau M, Graf C, Tribout V, Foulongne V, Ravel J, Waterboer T, Hirtz C, Bravo IG, Reynes J, Segondy M, Murall CL, Boulle N, Kamiya T, Alizon S. Does exposure to different types of menstrual protections affect the vaginal environment? Mol Ecol 2022; 32:2592-2601. [PMID: 36057782 DOI: 10.1111/mec.16678] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2022] [Revised: 08/11/2022] [Accepted: 08/15/2022] [Indexed: 11/27/2022]
Abstract
The vaginal ecosystem is a key component of women's health. It also represents an ideal system for ecologists to investigate the consequence of perturbations on species diversity and emerging properties between organisational levels. Here, we study how exposure to different types of menstrual protection products is linked to microbial, immunological, demographic, and behavioural measurements in a cohort of young adult women who reported using more often tampons (n = 107) or menstrual cups (n = 31). We first found that cup users were older and smoked less than tampon users. When analysing health indicators, we detected potential associations between cups use reporting and fungal genital infection. A multivariate analysis confirmed that, in our cohort, reporting using cups over tampons was associated with the higher odds ratio to report a fungal genital infection diagnosis by a medical doctor within the last 3 months. We did not detect significant differences between groups in terms of their bacterial vaginal microbiota composition and found marginal differences in the level of expression of 20 cytokines. However, a multivariate analysis of these biological data identified some level of clustering based on the type of menstrual production preferred (cups or tampons). These results suggest that exposure to different types of menstrual products could influence menstrual health. Larger studies and studies with a more powered setting are needed to assess the robustness of these associations and identify causal mechanisms.
Collapse
Affiliation(s)
- Nicolas Tessandier
- Center for Interdisciplinary Research in Biology (CIRB), Coll`ege de France, CNRS, INSERM, Universit´e PSL, Paris, France.,MIVEGEC, CNRS, IRD, Universit´e de Montpellier, France
| | | | - Baptiste Elie
- MIVEGEC, CNRS, IRD, Universit´e de Montpellier, France
| | | | - Claire Bernat
- MIVEGEC, CNRS, IRD, Universit´e de Montpellier, France
| | - Vanina Boué
- MIVEGEC, CNRS, IRD, Universit´e de Montpellier, France
| | | | - Soraya Groc
- MIVEGEC, CNRS, IRD, Universit´e de Montpellier, France
| | | | - Bastien Reyné
- MIVEGEC, CNRS, IRD, Universit´e de Montpellier, France
| | - Noemi Bender
- Molecular Diagnostics of Oncogenic Infections, Infection, Inflammation and Cancer Program, German Cancer Research Center (DKFZ), Im Neuenheimer Feld, Heidelberg, Germany
| | - Marine Bonneau
- Department of Obstetrics and Gynaecology, Centre Hospitalier Universitaire de Montpellier, Montpellier, France
| | - Christelle Graf
- Department of Obstetrics and Gynaecology, Centre Hospitalier Universitaire de Montpellier, Montpellier, France
| | - Vincent Tribout
- Center for Free Information, Screening and Diagnosis (CeGIDD), Centre Hospitalier Universitaire de, Montpellier, Montpellier, France
| | - Vincent Foulongne
- Pathogenesis and Control of Chronic Infections, Montpellier University, INSERM, EFS, Montpellier, France
| | - Jacques Ravel
- Institute for Genome Sciences, Department of Microbiology and Immunology, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Tim Waterboer
- Molecular Diagnostics of Oncogenic Infections, Infection, Inflammation and Cancer Program, German Cancer Research Center (DKFZ), Im Neuenheimer Feld, Heidelberg, Germany
| | - Christophe Hirtz
- LBPC/PPC- IRMB, CHU de Montpellier and Universit´e de Montpellier, Montpellier, France
| | | | - Jacques Reynes
- Infectious Diseases Departement, University Hospital Montpellier; INSERM U1175/Institut de, Recherche et de Developement, Unit´e Mixte International, Montpellier, France
| | - Michel Segondy
- Pathogenesis and Control of Chronic Infections, University of Montpellier, INSERM, EFS, CHU Montpellier, Montpellier, France
| | - Carmen Lia Murall
- MIVEGEC, CNRS, IRD, Universit´e de Montpellier, France.,Department of Biological Sciences, Universit´e de Montr´eal, Montr´eal, Canada
| | - Nathalie Boulle
- Pathogenesis and Control of Chronic Infections, University of Montpellier, INSERM, EFS.,Departement of Pathology and Oncobiology, Laboratory of Solid Tumors, CHU Montpellier, Montpellier, France
| | - Tsukushi Kamiya
- Center for Interdisciplinary Research in Biology (CIRB), Coll`ege de France, CNRS, INSERM, Universit´e PSL, Paris, France.,HRB Clinical Research Facility, National University of Ireland Galway, Ireland
| | - Samuel Alizon
- Center for Interdisciplinary Research in Biology (CIRB), Coll`ege de France, CNRS, INSERM, Universit´e PSL, Paris, France.,MIVEGEC, CNRS, IRD, Universit´e de Montpellier, France
| |
Collapse
|
40
|
Tamarelle J, Shardell MD, Ravel J, Brotman RM. Factors Associated With Incidence and Spontaneous Clearance of Molecular-Bacterial Vaginosis: Results From a Longitudinal Frequent-Sampling Observational Study. Sex Transm Dis 2022; 49:649-656. [PMID: 35969846 PMCID: PMC9387550 DOI: 10.1097/olq.0000000000001662] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
BACKGROUND We sought to assess time-independent and time-varying factors associated with incidence and spontaneous clearance of molecular-bacterial vaginosis (BV; without treatment). METHODS Midvaginal samples were self-collected daily by 100 participants recruited at the University of Alabama Birmingham for 10 weeks (4778 samples). Vaginal microbiota was characterized by 16S rRNA gene amplicon sequencing and clustered into community state types (CSTs). A low-Lactobacillus CST defined the molecular-BV outcome in this study. Factors associated with molecular-BV incidence and spontaneous clearance were modeled using Andersen-Gill recurrent event Cox models. Community class identified the predominant CST of a participant during follow-up. RESULTS Menstruations (adjusted odds ratio [aHR], 2.09 [95% confidence interval, 1.51-2.89] in the prior 24 hours) and CST III (Lactobacillus iners dominated) at the previous sample (aHR, 2.25 [1.48-3.40]) were associated with increased molecular-BV incidence. Participants with a majority of L. iners-dominated samples longitudinally (community class LI) displayed less stable patterns of vaginal microbiota. In LI participants, reduced molecular-BV spontaneous clearance was observed in African American participants (aHR, 0.44 [0.26-0.75]) compared with White participants, older participants (age, 40-49 years [aHR, 0.38; 0.23-0.61]; age, 30-39 years [aHR, 0.48; 0.28-0.83]) compared with participants aged 18 to 29 years, and after douching (0.45 [0.28-0.73] within prior 72 hours). CONCLUSIONS Although it is now well documented that vaginal microbiota are dynamic, there are few available data on factors associated with spontaneous clearance of molecular-BV. Lactobacillus iners-dominated vaginal microbiota are more likely to be dynamic and associated with different risk factors for incidence and clearance of BV. Among L. iners-dominated participants, age, race, and douching were linked to reduced clearance. Most transitions to molecular-BV during menstruations were short-lived.
Collapse
Affiliation(s)
- Jeanne Tamarelle
- Department of Fundamental Microbiology, University of
Lausanne, Lausanne, Switzerland
| | - Michelle D. Shardell
- Institute for Genome Sciences, University of Maryland
School of Medicine, Baltimore, MD
- Department of Epidemiology and Public Health, University of
Maryland School of Medicine, Baltimore, MD
| | - Jacques Ravel
- Institute for Genome Sciences, University of Maryland
School of Medicine, Baltimore, MD
- Department of Microbiology and Immunology, University of
Maryland School of Medicine, Baltimore, MD
| | - Rebecca M. Brotman
- Institute for Genome Sciences, University of Maryland
School of Medicine, Baltimore, MD
- Department of Epidemiology and Public Health, University of
Maryland School of Medicine, Baltimore, MD
| |
Collapse
|
41
|
Delgado-Diaz DJ, Jesaveluk B, Hayward JA, Tyssen D, Alisoltani A, Potgieter M, Bell L, Ross E, Iranzadeh A, Allali I, Dabee S, Barnabas S, Gamieldien H, Blackburn JM, Mulder N, Smith SB, Edwards VL, Burgener AD, Bekker LG, Ravel J, Passmore JAS, Masson L, Hearps AC, Tachedjian G. Lactic acid from vaginal microbiota enhances cervicovaginal epithelial barrier integrity by promoting tight junction protein expression. Microbiome 2022; 10:141. [PMID: 36045402 PMCID: PMC9429363 DOI: 10.1186/s40168-022-01337-5] [Citation(s) in RCA: 19] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/12/2022] [Accepted: 07/30/2022] [Indexed: 06/15/2023]
Abstract
BACKGROUND Women with a cervicovaginal microbiota dominated by Lactobacillus spp. are at reduced risk of acquiring sexually transmitted infections including HIV, but the biological mechanisms involved remain poorly defined. Here, we performed metaproteomics on vaginal swab samples from young South African women (n = 113) and transcriptomics analysis of cervicovaginal epithelial cell cultures to examine the ability of lactic acid, a metabolite produced by cervicovaginal lactobacilli, to modulate genital epithelial barrier function. RESULTS Compared to women with Lactobacillus-depleted microbiota, women dominated by vaginal lactobacilli exhibit higher abundance of bacterial lactate dehydrogenase, a key enzyme responsible for lactic acid production, which is independently associated with an increased abundance of epithelial barrier proteins. Physiological concentrations of lactic acid enhance epithelial cell culture barrier integrity and increase intercellular junctional molecule expression. CONCLUSIONS These findings reveal a novel ability of vaginal lactic acid to enhance genital epithelial barrier integrity that may help prevent invasion by sexually transmitted pathogens. Video abstract.
Collapse
Affiliation(s)
- David Jose Delgado-Diaz
- Life Sciences Discipline, Burnet Institute, 85 Commercial Road, Melbourne, VIC, 3004, Australia
- Department of Microbiology, Monash University, Clayton, VIC, 3168, Australia
| | - Brianna Jesaveluk
- Life Sciences Discipline, Burnet Institute, 85 Commercial Road, Melbourne, VIC, 3004, Australia
- Department of Microbiology, Monash University, Clayton, VIC, 3168, Australia
| | - Joshua A Hayward
- Life Sciences Discipline, Burnet Institute, 85 Commercial Road, Melbourne, VIC, 3004, Australia
- Department of Microbiology, Monash University, Clayton, VIC, 3168, Australia
| | - David Tyssen
- Life Sciences Discipline, Burnet Institute, 85 Commercial Road, Melbourne, VIC, 3004, Australia
| | - Arghavan Alisoltani
- Division of Medical Virology, Department of Pathology, University of Cape Town, Cape Town, 7925, South Africa
- Division of Biomedical Sciences, University of California Riverside School of Medicine, Riverside, CA, 92521, USA
| | - Matthys Potgieter
- Computational Biology Division, Department of Integrative Biomedical Sciences, University of Cape Town, Cape Town, 7925, South Africa
- Division of Chemical and Systems Biology, Department of Integrative Biomedical Sciences, University of Cape Town, Cape Town, 7925, South Africa
| | - Liam Bell
- Centre for Proteomic and Genomic Research, Cape Town, 7925, South Africa
| | - Elizabeth Ross
- Centre for Proteomic and Genomic Research, Cape Town, 7925, South Africa
| | - Arash Iranzadeh
- Computational Biology Division, Department of Integrative Biomedical Sciences, University of Cape Town, Cape Town, 7925, South Africa
| | - Imane Allali
- Laboratory of Human Pathologies Biology, Department of Biology, Faculty of Sciences, Mohammed V University in Rabat, 1014, Rabat, Morocco
| | - Smritee Dabee
- Center for Global Infectious Disease Research, Seattle Children's Research Institute, Seattle, WA, 98101, USA
| | - Shaun Barnabas
- Family Centre for Research with Ubuntu, Stellenbosch University, Cape Town, 7505, South Africa
| | - Hoyam Gamieldien
- Division of Medical Virology, Department of Pathology, University of Cape Town, Cape Town, 7925, South Africa
| | - Jonathan M Blackburn
- Division of Chemical and Systems Biology, Department of Integrative Biomedical Sciences, University of Cape Town, Cape Town, 7925, South Africa
- Institute of Infectious Disease and Molecular Medicine (IDM), University of Cape Town, Cape Town, 7925, South Africa
| | - Nicola Mulder
- Computational Biology Division, Department of Integrative Biomedical Sciences, University of Cape Town, Cape Town, 7925, South Africa
- Institute of Infectious Disease and Molecular Medicine (IDM), University of Cape Town, Cape Town, 7925, South Africa
- Centre for Infectious Diseases Research (CIDRI) in Africa Wellcome Trust Centre, University of Cape Town, Cape Town, 7925, South Africa
| | - Steven B Smith
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD, 21201, USA
| | - Vonetta L Edwards
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD, 21201, USA
- Department of Microbiology and Immunology, University of Maryland School of Medicine, Baltimore, MD, 21201, USA
| | - Adam D Burgener
- Center for Global Health and Diseases, Case Western Reserve University, Cleveland, OH, 44106, USA
- Department of Obstetrics and Gynecology, University of Manitoba, Winnipeg, Canada
- Department of Medicine Solna, Karolinska Institutet, Stockholm, Sweden
| | - Linda-Gail Bekker
- Institute of Infectious Disease and Molecular Medicine (IDM), University of Cape Town, Cape Town, 7925, South Africa
- Desmond Tutu HIV Centre, University of Cape Town, Cape Town, 7925, South Africa
| | - Jacques Ravel
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD, 21201, USA
- Department of Microbiology and Immunology, University of Maryland School of Medicine, Baltimore, MD, 21201, USA
| | - Jo-Ann S Passmore
- Division of Medical Virology, Department of Pathology, University of Cape Town, Cape Town, 7925, South Africa
- Institute of Infectious Disease and Molecular Medicine (IDM), University of Cape Town, Cape Town, 7925, South Africa
- Centre for the AIDS Programme of Research in South Africa, Durban, 4013, South Africa
- National Health Laboratory Service, Cape Town, 7925, South Africa
| | - Lindi Masson
- Life Sciences Discipline, Burnet Institute, 85 Commercial Road, Melbourne, VIC, 3004, Australia
- Division of Medical Virology, Department of Pathology, University of Cape Town, Cape Town, 7925, South Africa
- Institute of Infectious Disease and Molecular Medicine (IDM), University of Cape Town, Cape Town, 7925, South Africa
- Centre for the AIDS Programme of Research in South Africa, Durban, 4013, South Africa
- Central Clinical School, Monash University, Melbourne, 3004, Australia
| | - Anna C Hearps
- Life Sciences Discipline, Burnet Institute, 85 Commercial Road, Melbourne, VIC, 3004, Australia
- Central Clinical School, Monash University, Melbourne, 3004, Australia
| | - Gilda Tachedjian
- Life Sciences Discipline, Burnet Institute, 85 Commercial Road, Melbourne, VIC, 3004, Australia.
- Department of Microbiology, Monash University, Clayton, VIC, 3168, Australia.
- Department of Microbiology and Immunology at the Peter Doherty Institute for Infection and Immunity, University of Melbourne, Melbourne, VIC, 3010, Australia.
| |
Collapse
|
42
|
Edwards VL, McComb E, Gleghorn JP, Forney L, Bavoil PM, Ravel J. Three-dimensional models of the cervicovaginal epithelia to study host-microbiome interactions and sexually transmitted infections. Pathog Dis 2022; 80:6655985. [PMID: 35927516 PMCID: PMC9419571 DOI: 10.1093/femspd/ftac026] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2022] [Revised: 06/14/2022] [Accepted: 08/02/2022] [Indexed: 02/03/2023] Open
Abstract
2D cell culture systems have historically provided controlled, reproducible means to analyze host-pathogen interactions observed in the human reproductive tract. Although inexpensive, straightforward, and requiring a very short time commitment, these models recapitulate neither the functionality of multilayered cell types nor the associated microbiome that occurs in a human. Animal models have commonly been used to recreate the complexity of human infections. However, extensive modifications of animal models are required to recreate interactions that resemble those in the human reproductive tract. 3D cell culture models have emerged as alternative means of reproducing vital elements of human infections at a fraction of the cost of animal models and on a scale that allows for replicative experiments. Here, we describe a new 3D model that utilizes transwells with epithelial cells seeded apically and a basolateral extracellular matrix (ECM)-like layer. The model produced tissues with morphologic and physiological resemblance to human cervical and vaginal epithelia, including mucus levels produced by cervical cells. Infection by Chlamydia trachomatis and Neisseria gonorrhoeae was demonstrated, as well as the growth of bacterial species observed in the human vaginal microbiota. This enabled controlled mechanistic analyses of the interactions between host cells, the vaginal microbiota, and STI pathogens. Affordable and semi high-throughput 3D models of the cervicovaginal epithelia that are physiologically relevant by sustaining vaginal bacterial colonization, and facilitate studies of chlamydial and gonococcal infections.
Collapse
Affiliation(s)
- Vonetta L Edwards
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD, United States,Department of Microbiology and Immunology, University of Maryland School of Medicine, Baltimore, MD, United States
| | | | - Jason P Gleghorn
- Department of Biomedical Engineering, University of Delaware, Newark, DE, United States
| | - Larry Forney
- Department of Biological Sciences, University of Idaho, Moscow, ID, United States
| | - Patrik M Bavoil
- Department of Microbiology and Immunology, University of Maryland School of Medicine, Baltimore, MD, United States,Department of Microbial Pathogenesis, University of Maryland, Baltimore, MD, United States
| | - Jacques Ravel
- Corresponding author: Institute for Genome Sciences and Department of Microbiology and Immunology, University of Maryland School of Medicine, Health Science Research Facility (HSRDF), 670 W. Baltimore Street, Baltimore, MD 21201, United States. Tel: +1 410-706-5674; E-mail:
| |
Collapse
|
43
|
Tyssen D, Hearps AC, Guntur K, Masson L, Cook S, Moulton SE, Ravel J, Bradshaw CS, Ayehunie S, Tachedjian G. The Impact of Over-The-Counter Lactic Acid Containing Vaginal Gels on the Integrity and Inflammatory State of the Vaginal Epithelium in vitro. Front Reprod Health 2022; 4:915948. [DOI: 10.3389/frph.2022.915948] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2022] [Accepted: 05/24/2022] [Indexed: 11/13/2022] Open
Abstract
The vaginal microbiome influences a wide range of health outcomes in women, where a microbiome dominated by Lactobacillus spp. is considered optimal and associated with reduced risk of pre-term birth and acquisition of sexually transmitted infections including HIV. Conversely, replacement of lactobacilli by non-optimal bacteria leads to the development of bacterial vaginosis, which is associated with increased risk of these outcomes. Lactobacilli produce the metabolite lactic acid (LA) which is a potent antibacterial and antiviral agent. The potential therapeutic benefits of LA have prompted the development of numerous over-the-counter LA-containing gels for use in the vagina, although a comprehensive analysis of the impact of these formulations on the cervicovaginal epithelium and pro-inflammatory cytokine/chemokine responses, has not been assessed. Here, we evaluated the properties of 11 over-the-counter gels, including 9 containing LA, marketed for use in the vagina. Ten of the 11 gels had an osmolality greater than vaginal fluid from women with Lactobacillus-dominated microbiota (370 ± 40 mOsmol/kg in women with Nugent score 0–3), with six gels that were hyperosmolal >2,000 mOsmol/kg. Using a reconstructed primary cell model of the vaginal epithelium, we found hyperosmolal gels had a detrimental impact on epithelial barrier integrity, resulting in substantial cellular toxicity (<10% viability as compared to untreated cells) and reduced epithelial barrier integrity [≈30% of untreated cells, assessed by transepithelial electrical resistance (TEER)]. Treatment of vaginal tissues with most of the gels elicited the production of pro-inflammatory factors including IL-1α (8 of 11) and IL-1β (10 of 11) which are associated with heightened risk of HIV acquisition in vivo. The majority of the OTC gels elicited moderate tissue damage as determined by histology. The detrimental effects of these gels on the human vaginal epithelium in vitro may predict compromised epithelial barrier integrity and genital inflammation in vivo, which has implications for sexual and reproductive health. This study highlights the importance of evaluating the impact of intravaginal products on the integrity and inflammatory status of the mucosal epithelium to avoid unfavorable off target effects.
Collapse
|
44
|
Affiliation(s)
- W. Florian Fricke
- Department of Microbiome Research and Applied Bioinformatics, University of Hohenheim, Stuttgart, Germany
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD USA
| | - Jacques Ravel
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD USA
| |
Collapse
|
45
|
Brown SE, He X, Shardell MD, Ravel J, Ghanem KG, Zenilman JM, Brotman RM. Douching cessation and molecular bacterial vaginosis: a reanalysis of archived specimens. Sex Transm Infect 2022; 99:156-161. [PMID: 35636931 PMCID: PMC9708945 DOI: 10.1136/sextrans-2022-055459] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2022] [Accepted: 05/01/2022] [Indexed: 11/04/2022] Open
Abstract
ObjectivesObservational studies demonstrate an association between vaginal douching and bacterial vaginosis (BV) characterised by Gram stain. We sought to describe the effect of a douching cessation intervention on the composition and structure of the vaginal microbiota and molecular-BV, a state defined by low levels of Lactobacillus spp evaluated by molecular tools.Methods33 women self-collected mid-vaginal swabs twice weekly (982 samples) during a douching observation phase (4 weeks) followed by a douching cessation phase (12 weeks) in a 2005 single crossover pilot study conducted in Baltimore, Maryland. Vaginal microbiota were characterised by 16S rRNA gene amplicon sequencing (V3-V4) and clustered into community state types (CSTs). Conditional logistic regression modelling allowed each participant to serve as their own control. Wilcoxon signed-rank tests were used to evaluate changes in microbiota between phases. Broad-range qPCR assays provided estimates of bacterial absolute abundance per swab in a subsample of seven participants before and after douching. A piecewise linear mixed effects model was used to assess rates of change in bacterial absolute abundance before and after douching.ResultsThere was no statistically significant change in the odds of molecular-BV versus Lactobacillus-dominated CSTs comparing the douching cessation interval to douching observation (adjusted OR 1.77, 95% CI 0.89 to 3.55). Removal of L. iners-dominated CST III from the outcome did not affect the results. There were no significant changes in the relative abundance of four Lactobacillus spp and no meaningful changes in other taxa investigated. There was no significant change in bacterial absolute abundance between a participant’s sample collected 3 days prior to and following douching (p=0.46).ConclusionsIn this pilot study, douching cessation was not associated with major changes in vaginal microbiota. Douching cessation alone may not durably shift the vaginal microbiota and additional interventions may be needed to restore optimal vaginal microbiota among those who douche.
Collapse
Affiliation(s)
- Sarah Elizabeth Brown
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, Maryland, USA
- Epidemiology and Public Health, University of Maryland School of Medicine, Baltimore, Maryland, USA
| | - Xin He
- Department of Epidemiology and Biostatistics, University of Maryland at College Park, College Park, Maryland, USA
| | - Michelle D Shardell
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, Maryland, USA
- Epidemiology and Public Health, University of Maryland School of Medicine, Baltimore, Maryland, USA
| | - Jacques Ravel
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, Maryland, USA
- Microbiology & Immunology, University of Maryland School of Medicine, Baltimore, Maryland, USA
| | - Khalil G Ghanem
- Division of Infectious Diseases, Johns Hopkins Medicine School of Medicine, Baltimore, Maryland, USA
| | - Jonathan M Zenilman
- Division of Infectious Diseases, Johns Hopkins Medicine School of Medicine, Baltimore, Maryland, USA
| | - Rebecca M Brotman
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, Maryland, USA
- Department of Epidemiology and Public Health, University of Maryland School of Medicine, Baltimore, Maryland, USA
| |
Collapse
|
46
|
Ferreira CST, Marconi C, Parada CMGL, Ravel J, da Silva MG. Sialidase Activity in the Cervicovaginal Fluid Is Associated With Changes in Bacterial Components of Lactobacillus-Deprived Microbiota. Front Cell Infect Microbiol 2022; 11:813520. [PMID: 35096658 PMCID: PMC8793624 DOI: 10.3389/fcimb.2021.813520] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2021] [Accepted: 12/06/2021] [Indexed: 12/18/2022] Open
Abstract
INTRODUCTION Sialidase activity in the cervicovaginal fluid (CVF) is associated with microscopic findings of bacterial vaginosis (BV). Sequencing of bacterial 16S rRNA gene in vaginal samples has revealed that the majority of microscopic BV cases fit into vaginal community-state type IV (CST IV), which was recently named "molecular-BV." Bacterial vaginosis-associated bacterial species, such as Gardnerella spp., may act as sources of CVF sialidases. These hydrolases lead to impairment of local immunity and enable bacterial adhesion to epithelial and biofilm formation. However, the impact of CVL sialidase on microbiota components and diversity remains unknown. OBJECTIVE To assess if CVF sialidase activity is associated with changes in bacterial components of CST IV. METHODS One hundred forty women were cross-sectionally enrolled. The presence of molecular-BV (CST IV) was assessed by V3-V4 16S rRNA sequencing (Illumina). Fluorometric assays were performed using 2-(4-methylumbelliferyl)-α-D-N-acetylneuraminic acid (MUAN) for measuring sialidase activity in CVF samples. Linear discriminant analysis effect size (LEfSe) was performed to identify the differently enriched bacterial taxa in molecular-BV according to the status of CVF sialidase activity. RESULTS Forty-four participants (31.4%) had molecular-BV, of which 30 (68.2%) had sialidase activity at detectable levels. A total of 24 bacterial taxa were enriched in the presence of sialidase activity, while just two taxa were enriched in sialidase-negative samples. CONCLUSION Sialidase activity in molecular-BV is associated with changes in bacterial components of the local microbiome. This association should be further investigated, since it may result in diminished local defenses against pathogens.
Collapse
Affiliation(s)
| | - Camila Marconi
- Department of Pathology, Botucatu Medical School, Sao Paulo State University (UNESP), Botucatu, Brazil.,Department of Basic Pathology, Sector of Biological Sciences, Federal University of Paraná (UFPR), Curitiba, Brazil
| | - Cristina M G L Parada
- Department of Nursing, Botucatu Medical School, Sao Paulo State University (UNESP), Botucatu, Brazil
| | - Jacques Ravel
- Institute of Genomic Science, University of Maryland School of Medicine, Baltimore, MD, United States
| | - Marcia Guimaraes da Silva
- Department of Pathology, Botucatu Medical School, Sao Paulo State University (UNESP), Botucatu, Brazil
| |
Collapse
|
47
|
Thurman AR, Ravel J, Gajer P, Marzinke MA, Ouattara LA, Jacot T, Peet MM, Clark MR, Doncel GF. Vaginal Microbiota and Mucosal Pharmacokinetics of Tenofovir in Healthy Women Using a 90-Day Tenofovir/Levonorgestrel Vaginal Ring. Front Cell Infect Microbiol 2022; 12:799501. [PMID: 35350436 PMCID: PMC8957918 DOI: 10.3389/fcimb.2022.799501] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2021] [Accepted: 02/09/2022] [Indexed: 01/04/2023] Open
Abstract
Background A relationship between the vaginal microbiota and tenofovir (TFV) concentrations and activity after topical administration has been previously reported. Objective CONRAD A15-138 was a randomized, placebo-controlled Phase I study aimed at characterizing the safety, pharmacokinetics (PK), and pharmacodynamics (PD) of TFV and levonorgestrel (LNG) administered through a vaginal ring (IVR) for 90 days. Herein, we describe changes from baseline in the vaginal microbiota with IVR use and the impact of the vaginal microbiota on mucosal TFV PK. Methods The study screened 68 participants and randomized 47 (37 TFV/LNG, 10 placebo), assessing the vaginal microbiota by sequencing the V3–V4 regions of 16S rRNA genes prior to IVR insertion and monthly for 3 months. Concentrations of TFV in vaginal fluid (VF), and TFV and TFV-diphosphate (TFV-DP) in vaginal tissue, and modeled PD against HIV-1 in vitro were measured before and after treatment. Results There were no clinically significant changes in relative abundance of vaginal bacterial phylotypes from pre-insertion baseline at any month among active and placebo IVR users. There were no significant changes in community state type (CST) with IVR use. Participants with diverse, anaerobic CST IVA/B microbiota had higher in vivo release of TFV from the IVR compared to women with Lactobacillus-dominated (LbD) microbiota, who had expected in vivo TFV release rates. Median VF TFV concentrations were significantly higher among women with CST IVA/B microbiota in months 1 (3,135 ng/mg VF) and 2 (3,800 ng/mg). Women with LbD microbiota had significantly higher median VF TFV concentration (1,423 ng/mg) and median TFV (103 ng/mg) and TFV-DP (5,877 fmol/mg) tissue concentrations versus women with CST IVA/B microbiota at month 3. All women demonstrated a significant increase from pre-insertion baseline of in vitro HIV-1 inhibition by VF (p values <0.05). PD differences in tissue according to CST, however, were not statistically significant. Conclusion TFV/LNG IVR use did not change the vaginal microbiota nor increase the incidence of CST IVA/B. Vaginal microbiota, and in particular CST IVA/B, possibly through increased vaginal pH, impacted in vivo TFV release and cervicovaginal (CV) PK, but both PK and PD data suggest CV protection against HIV-1. Clinical Trial Registration ClinicalTrials.gov (#NCT03279120)
Collapse
Affiliation(s)
- Andrea R. Thurman
- Department of Obstetrics and Gynecology, CONRAD, Eastern Virginia Medical School, Norfolk, VA, United States
- *Correspondence: Andrea R. Thurman,
| | - Jacques Ravel
- Institute for Genome Sciences and Department of Microbiology and Immunology, University of Maryland School of Medicine, Baltimore, MD, United States
| | - Pawel Gajer
- Institute for Genome Sciences and Department of Microbiology and Immunology, University of Maryland School of Medicine, Baltimore, MD, United States
| | - Mark A. Marzinke
- Departments of Pathology and Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, United States
| | - Louise A. Ouattara
- Department of Obstetrics and Gynecology, CONRAD, Eastern Virginia Medical School, Norfolk, VA, United States
| | - Terry Jacot
- Department of Obstetrics and Gynecology, CONRAD, Eastern Virginia Medical School, Norfolk, VA, United States
| | - M. Melissa Peet
- Department of Obstetrics and Gynecology, CONRAD, Eastern Virginia Medical School, Norfolk, VA, United States
| | - Meredith R. Clark
- Department of Obstetrics and Gynecology, CONRAD, Eastern Virginia Medical School, Norfolk, VA, United States
| | - Gustavo F. Doncel
- Department of Obstetrics and Gynecology, CONRAD, Eastern Virginia Medical School, Norfolk, VA, United States
| |
Collapse
|
48
|
France MT, Fu L, Rutt L, Yang H, Humphrys MS, Narina S, Gajer PM, Ma B, Forney LJ, Ravel J. Insight into the ecology of vaginal bacteria through integrative analyses of metagenomic and metatranscriptomic data. Genome Biol 2022; 23:66. [PMID: 35232471 PMCID: PMC8886902 DOI: 10.1186/s13059-022-02635-9] [Citation(s) in RCA: 29] [Impact Index Per Article: 14.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2021] [Accepted: 02/16/2022] [Indexed: 12/13/2022] Open
Abstract
Background Vaginal bacterial communities dominated by Lactobacillus species are associated with a reduced risk of various adverse health outcomes. However, somewhat unexpectedly, many healthy women have microbiota that are not dominated by lactobacilli. To determine the factors that drive vaginal community composition we characterized the genetic composition and transcriptional activities of vaginal microbiota in healthy women. Results We demonstrate that the abundance of a species is not always indicative of its transcriptional activity and that impending changes in community composition can be predicted from metatranscriptomic data. Functional comparisons highlight differences in the metabolic activities of these communities, notably in their degradation of host produced mucin but not glycogen. Degradation of mucin by communities not dominated by Lactobacillus may play a role in their association with adverse health outcomes. Finally, we show that the transcriptional activities of L. crispatus, L. iners, and Gardnerella vaginalis vary with the taxonomic composition of the communities in which they reside. Notably, L. iners and G. vaginalis both demonstrate lower expression of their cholesterol-dependent cytolysins when co-resident with Lactobacillus spp. and higher expression when co-resident with other facultative and obligate anaerobes. The pathogenic potential of these species may depend on the communities in which they reside and thus could be modulated by interventional strategies. Conclusions Our results provide insight to the functional ecology of the vaginal microbiota, demonstrate the diagnostic potential of metatranscriptomic data, and reveal strategies for the management of these ecosystems. Supplementary Information The online version contains supplementary material available at 10.1186/s13059-022-02635-9.
Collapse
Affiliation(s)
- Michael T France
- Institute for Genome Sciences and Department of Microbiology and Immunology, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Li Fu
- Institute for Genome Sciences and Department of Microbiology and Immunology, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Lindsay Rutt
- Institute for Genome Sciences and Department of Microbiology and Immunology, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Hongqiu Yang
- Institute for Genome Sciences and Department of Microbiology and Immunology, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Michael S Humphrys
- Institute for Genome Sciences and Department of Microbiology and Immunology, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Shilpa Narina
- Institute for Genome Sciences and Department of Microbiology and Immunology, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Pawel M Gajer
- Institute for Genome Sciences and Department of Microbiology and Immunology, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Bing Ma
- Institute for Genome Sciences and Department of Microbiology and Immunology, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Larry J Forney
- Department of Biological Sciences and Institute for Bioinformatics and Evolutionary Studies, University of Idaho, Moscow, ID, USA
| | - Jacques Ravel
- Institute for Genome Sciences and Department of Microbiology and Immunology, University of Maryland School of Medicine, Baltimore, MD, USA.
| |
Collapse
|
49
|
Marques PX, Wand H, Nandy M, Tan C, Shou H, Terplan M, Mark K, Brotman RM, Wilson DP, Ravel J, Hsia RC, Bavoil PM. Serum antibodies to surface proteins of Chlamydia trachomatis as candidate biomarkers of disease: results from the Baltimore Chlamydia Adolescent/Young Adult Reproductive Management (CHARM) cohort. FEMS Microbes 2022. [DOI: 10.1093/femsmc/xtac004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
ABSTRACT
We previously observed that the nine-member family of autotransported polymorphic membrane proteins (Pmps) of Chlamydia trachomatis is variably expressed in cell culture. Additionally, C. trachomatis-infected patients display variable Pmp-specific serum antibody profiles indirectly suggesting expression of unique Pmp profiles is an adaptive response to host-specific stimuli during infection. Here, we propose that the host response to Pmps and other outer surface proteins may correlate with disease severity.
This study tests this hypothesis using an ELISA that measures serum IgG antibodies specific for the nine C. trachomatis Pmp subtypes and four immunodominant antigens (MOMP, OmcB, Hsp60, ClpP) in 265 participants of the Chlamydia Adolescent/Young Adult Reproductive Management (CHARM) cohort.
More C. trachomatis-infected females displayed high Pmp-specific antibody levels (cut-off Indexes) than males (35.9–40.7% of females vs. 24.2–30.0% of males), with statistical significance for PmpC, F and H (P<0.05). Differences in Pmp-specific antibody profiles were not observed between C. trachomatis-infected females with a clinical diagnosis of pelvic inflammatory disease (PID) and those without. However, a statistically significant association between high levels of OmcB-specific antibody and a PID diagnosis (P<0.05) was observed.
Using antibody levels as an indirect measure of antigen expression, our results suggest that gender- and/or site-specific (cervix in females vs. urethra in males) stimuli may control pmp expression in infected patients. They also support the possible existence of immune biomarkers of chlamydial infection associated with disease and underline the need for high resolution screening in human serum.
Collapse
Affiliation(s)
- Patricia X Marques
- Dept of Microbial Pathogenesis, University of Maryland, Baltimore, MD, USA
| | - Handan Wand
- The Kirby Institute, University of New South Wales, Sydney, Australia
| | - Melissa Nandy
- Dept of Institute for Genome Science, University of Maryland, Baltimore, MD, USA
| | - Chun Tan
- Dept of Microbial Pathogenesis, University of Maryland, Baltimore, MD, USA
| | - Huizhong Shou
- Dept of Microbial Pathogenesis, University of Maryland, Baltimore, MD, USA
| | - Mishka Terplan
- Dept of Obstetrics & Gynecology, University of Maryland, Baltimore, MD, USA
| | - Katrina Mark
- Dept of Pediatrics, University of Maryland, Baltimore, MD, USA
| | - Rebecca M Brotman
- Dept of Institute for Genome Science, University of Maryland, Baltimore, MD, USA
| | | | - Jacques Ravel
- Dept of Microbiology and Immunology, University of Maryland, Baltimore, MD, USA
- Dept of Institute for Genome Science, University of Maryland, Baltimore, MD, USA
| | - Ru-ching Hsia
- Dept of Electron Microscopy Core Imaging Facility, University of Maryland, Baltimore, MD, USA
| | - Patrik M Bavoil
- Dept of Microbial Pathogenesis, University of Maryland, Baltimore, MD, USA
| |
Collapse
|
50
|
Lemme-Dumit JM, Song Y, Lwin HW, Hernandez-Chavez C, Sundararajan S, Viscardi RM, Ravel J, Pasetti MF, Ma B. Altered Gut Microbiome and Fecal Immune Phenotype in Early Preterm Infants With Leaky Gut. Front Immunol 2022; 13:815046. [PMID: 35280991 PMCID: PMC8905226 DOI: 10.3389/fimmu.2022.815046] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2021] [Accepted: 01/31/2022] [Indexed: 11/13/2022] Open
Abstract
Intestinal barrier immaturity, or "leaky gut", is the proximate cause of susceptibility to necrotizing enterocolitis in preterm neonates. Exacerbated intestinal immune responses, gut microbiota dysbiosis, and heightened barrier injury are considered primary triggers of aberrant intestinal maturation in early life. Inordinate host immunity contributes to this process, but the precise elements remain largely uncharacterized, leaving a significant knowledge gap in the biological underpinnings of gut maturation. In this study, we investigated the fecal cytokine profile and gut microbiota in a cohort of 40 early preterm infants <33-weeks-gestation to identify immune markers of intestinal barrier maturation. Three distinct microbiota types were demonstrated to be differentially associated with intestinal permeability (IP), maternal breast milk feeding, and immunological profiles. The Staphylococcus epidermidis- and Enterobacteriaceae-predominant microbiota types were associated with an elevated IP, reduced breast milk feeding, and less defined fecal cytokine profile. On the other hand, a lower IP was associated with increased levels of fecal IL-1α/β and a microbiota type that included a wide array of anaerobes with expanded fermentative capacity. Our study demonstrated the critical role of both immunological and microbiological factors in the early development of intestinal barrier that collectively shape the intestinal microenvironment influencing gut homeostasis and postnatal intestinal maturation in early preterm newborns.
Collapse
Affiliation(s)
- Jose M. Lemme-Dumit
- Department of Pediatrics, University of Maryland School of Medicine, Baltimore, MD, United States
- Center for Vaccine Development and Global Health, University of Maryland School of Medicine, Baltimore, MD, United States
| | - Yang Song
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD, United States
| | - Hnin Wai Lwin
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD, United States
| | - Claudia Hernandez-Chavez
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD, United States
| | - Sripriya Sundararajan
- Department of Pediatrics, University of Maryland School of Medicine, Baltimore, MD, United States
| | - Rose M. Viscardi
- Department of Pediatrics, University of Maryland School of Medicine, Baltimore, MD, United States
| | - Jacques Ravel
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD, United States
- Department of Microbiology and Immunology, University of Maryland School of Medicine, Baltimore, MD, United States
| | - Marcela F. Pasetti
- Department of Pediatrics, University of Maryland School of Medicine, Baltimore, MD, United States
- Center for Vaccine Development and Global Health, University of Maryland School of Medicine, Baltimore, MD, United States
- Department of Microbiology and Immunology, University of Maryland School of Medicine, Baltimore, MD, United States
| | - Bing Ma
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD, United States
- Department of Microbiology and Immunology, University of Maryland School of Medicine, Baltimore, MD, United States
| |
Collapse
|