1
|
Sirichoat A, Buppasiri P, Faksri K, Lulitanond V. Dynamics and diversity of vaginal microbiota in bacterial vaginosis among Thai patients treated with metronidazole. J Infect Public Health 2025; 18:102646. [PMID: 39813855 DOI: 10.1016/j.jiph.2024.102646] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2024] [Revised: 12/16/2024] [Accepted: 12/29/2024] [Indexed: 01/18/2025] Open
Abstract
BACKGROUND Bacterial vaginosis (BV) is a significant global public health issue due to its high recurrence rate and association with various adverse health effects. Understanding the composition and dynamics of the vaginal microbiota (VMB) is essential for better understanding of vaginal health and for developing effective strategies to improve BV management. The study aimed to determine the composition and diversity of the VMB in Thai women with BV before and after metronidazole (MTZ) treatment, and in healthy women. METHODS Vaginal samples were collected from 20 women with BV (each sampled at three time points: pre-MTZ treatment, post-MTZ treatment and follow-up) and from 20 healthy women (each sampled once). The VMB was analyzed using 16S rRNA gene sequencing via next-generation sequencing on the Ion Torrent PGM platform. RESULTS The VMB in Thai women with BV was predominantly composed of Gardnerella, Prevotella and Fannyhessea (formerly Atopobium), while Lactobacillus dominated in healthy controls. Women with BV exhibited greater bacterial diversity and higher prevalence of anaerobic species compared to healthy women. There was higher diversity and abundance in the VMB from pre-MTZ samples, while post-MTZ and follow-up samples displayed lower diversity. In the follow-up stage, the VMB was divided into two subgroups: the larger cured subgroup, which shifted towards a Lactobacillus-dominated composition resembling healthy controls, and the small treatment-failure subgroup, which exhibited a Gardnerella-dominated profile similar to pre-MTZ. CONCLUSIONS This study provides valuable insights into the structure and dynamics of the VMB in Thai women with BV before and after treatment, offering potential markers for predicting treatment outcomes.
Collapse
Affiliation(s)
- Auttawit Sirichoat
- Department of Microbiology, Faculty of Medicine, Khon Kaen University, Khon Kaen, Thailand; Research and Diagnostic Center for Emerging Infectious Diseases (RCEID), Khon Kaen University, Khon Kaen, Thailand.
| | - Pranom Buppasiri
- Department of Obstetrics and Gynecology, Faculty of Medicine, Khon Kaen University, Khon Kaen, Thailand
| | - Kiatichai Faksri
- Department of Microbiology, Faculty of Medicine, Khon Kaen University, Khon Kaen, Thailand; Research and Diagnostic Center for Emerging Infectious Diseases (RCEID), Khon Kaen University, Khon Kaen, Thailand
| | - Viraphong Lulitanond
- Department of Microbiology, Faculty of Medicine, Khon Kaen University, Khon Kaen, Thailand; Research and Diagnostic Center for Emerging Infectious Diseases (RCEID), Khon Kaen University, Khon Kaen, Thailand
| |
Collapse
|
2
|
Tamarelle J, Thiébaut ACM, de Barbeyrac B, Bébéar C, Bourret A, Fauconnier A, Ravel J, Delarocque-Astagneau E. Vaginal microbiota stability over 18 months in young student women in France. Eur J Clin Microbiol Infect Dis 2024; 43:2277-2292. [PMID: 39302529 DOI: 10.1007/s10096-024-04943-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2024] [Accepted: 09/10/2024] [Indexed: 09/22/2024]
Abstract
PURPOSE Non-optimal vaginal microbiota lacking lactobacilli and comprising a wide array of anaerobic bacteria, typified by community state type (CST) IV, have been associated with adverse gynecological and pregnancy outcomes. Here, we investigate the stability of the vaginal microbiota sampled every 6 months over 18 months and how samples distantly collected combined with exposures could provide insight on future microbiota compositional changes. METHODS Vaginal microbiota dynamics were analyzed in 241 female students aged 18-24 years and negative for Chlamydia trachomatis and Neisseria gonorrhoeae. The vaginal microbiota was characterized using 16S rRNA gene amplicon sequencing and assigned to CSTs. Vaginal microbiota longitudinal profiles were determined through hierarchical clustering. RESULTS At baseline, 11.2% of participants had a CST IV, 40.5% a CST I (Lactobacillus crispatus-dominated), and 38.1% a CST III (Lactobacillus iners-dominated). A total of 345 CST transitions were observed over the study period. Pain during sexual intercourse was associated with a higher probability of transition from CST III to CST IV, while self-reported yeast infection was associated with a higher probability of transition from CST IV to CST I. Over the study period, 32.0% participants displayed a stable CST trajectory. Composition of the vaginal microbiota of a single sample predicted with good accuracy the CST trajectory over the following 18 months. CONCLUSION Vaginal longitudinal CST patterns over 18 months could be clustered into three main groups of trajectories. Performing molecular characterization at a single time point could contribute to improved preventive care and optimization of young women's reproductive and sexual health. CLINICALTRIALS gov Identifier: NCT02904811. Registration date: September 19, 2016.
Collapse
Affiliation(s)
- Jeanne Tamarelle
- Epidemiology and Modelling of Antibiotic Evasion Unit, Institut Pasteur, 75475, Paris, France
- Department of Fundamental Microbiology, University of Lausanne, Lausanne, Switzerland
| | - Anne C M Thiébaut
- High Dimensional Biostatistics for Drug Safety and Genomics Team, Université Paris-Saclay, UVSQ, Inserm, CESP, 94807, Villejuif, France.
| | - Bertille de Barbeyrac
- Bacteriology department, Bordeaux University Hospital, French National Reference Center for Bacterial STIs, 33000, Bordeaux, France
| | - Cécile Bébéar
- Bacteriology department, Bordeaux University Hospital, French National Reference Center for Bacterial STIs, 33000, Bordeaux, France
- Univ. Bordeaux, CNRS, Microbiologie Fondamentale et Pathogénicité, UMR 5234, 33000, Bordeaux, France
| | - Antoine Bourret
- Faculté de Médecine, Université Paris Descartes, Sorbonne Paris Cité, Paris, France
- Assistance Publique des Hôpitaux de Paris (AP-HP), Service de Gynécologie, Hôpital Universitaire Paris Centre (HUPC), Obstétrique II, Paris, France
| | - Arnaud Fauconnier
- Unité de Recherche 7285 « Risques Cliniques Et Sécurité en Santé Des Femmes Et en Santé Périnatale » (RISCQ), Université Paris-Saclay, UVSQ, 78180, Montigny-Le-Bretonneux, France
- Centre Hospitalier Intercommunal de Poissy-Saint-Germain-en-Laye, Service de Gynécologie & Obstétrique, 78300, Poissy, France
| | - 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
| | - Elisabeth Delarocque-Astagneau
- Anti-Infective Evasion and Pharmacoepidemiology Team, Université Paris-Saclay, UVSQ, Inserm, CESP, 78180, Montigny-le-Bretonneux, France
- Raymond Poincaré Hospital, Epidemiology and Public Health Department, AP-HP, GHU Paris-Saclay University, 92380, Garches, France
| |
Collapse
|
3
|
Rahman N, Mian MF, Hayes CL, Nazli A, Kaushic C. G. vaginalis increases HSV-2 infection by decreasing vaginal barrier integrity and increasing inflammation in vivo. Front Immunol 2024; 15:1487726. [PMID: 39650661 PMCID: PMC11621107 DOI: 10.3389/fimmu.2024.1487726] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2024] [Accepted: 11/06/2024] [Indexed: 12/11/2024] Open
Abstract
Introduction Clinically, a dysbiotic vaginal microbiota (VMB) colonized with anaerobic species such as Gardnerella vaginalis has been linked to increased susceptibility to viral sexually transmitted infections (STIs) such as Herpes Simplex Virus Type 2 (HSV-2). The mechanism is poorly understood due to the lack of small animal models. Methods Mice were inoculated with 107 CFU of the eubiotic bacteria Lactobacillus crispatus, the dysbiotic bacteria G. vaginalis, or PBS as a negative control every 48 h for ten days. On day ten, mice were inoculated with 105 PFU WT HSV-2 333 and survival, pathology, and viral titers were assessed. To elucidate changes in the vaginal microenvironment following bacterial inoculations, vaginal tissue and washes were collected following ten days of inoculations. To assess barrier integrity, tissue was fixed and stained for the barrier protein Desmoglein-1 (DSG-1). To evaluate the immune microenvironment, tissue was processed for flow cytometry to examine tissue-resident T cells and cytokine production by T cells. Vaginal washes were used for multiplex cytokine/chemokine analysis. Results G. vaginalis inoculated mice infected with HSV-2 had significantly decreased survival rates, increased pathology, and higher viral titers than PBS and L. crispatus inoculated mice. The vaginal epithelium of G. vaginalis inoculated mice showed decreased DSG-1 staining compared to other groups, indicating compromised barrier function. Decreased total numbers of CD4+ and CD8+ T cells expressing activated mucosal immune markers CD44, CD69, and CD103 were observed in the vaginal tract of G. vaginalis inoculated mice. They also showed increased proportions of T cells expressing inflammatory cytokines TNF-α and IFN-γ, while L. crispatus inoculated mice had increased proportions and absolute counts of T cells expressing the regulatory cytokine IL-10. In the multiplex assay, vaginal washes from G. vaginalis mice had increased inflammatory cytokines and chemokines compared to L. crispatus and PBS groups. Discussion These results suggest G. vaginalis inoculation may be increasing HSV-2 infection by disrupting the epithelial barrier, decreasing protective immune responses and increasing tissue inflammation in the vaginal tract.
Collapse
Affiliation(s)
- Nuzhat Rahman
- Department of Medicine, McMaster University, Hamilton, ON, Canada
- McMaster Immunology Research Center, Michael G. DeGroote Center for Learning and Discovery, McMaster University, Hamilton, ON, Canada
| | - M. Firoz Mian
- Department of Medicine, McMaster University, Hamilton, ON, Canada
- McMaster Immunology Research Center, Michael G. DeGroote Center for Learning and Discovery, McMaster University, Hamilton, ON, Canada
| | - Christina L. Hayes
- Department of Medicine, McMaster University, Hamilton, ON, Canada
- McMaster Immunology Research Center, Michael G. DeGroote Center for Learning and Discovery, McMaster University, Hamilton, ON, Canada
| | - Aisha Nazli
- Department of Medicine, McMaster University, Hamilton, ON, Canada
- McMaster Immunology Research Center, Michael G. DeGroote Center for Learning and Discovery, McMaster University, Hamilton, ON, Canada
| | - Charu Kaushic
- Department of Medicine, McMaster University, Hamilton, ON, Canada
- McMaster Immunology Research Center, Michael G. DeGroote Center for Learning and Discovery, McMaster University, Hamilton, ON, Canada
| |
Collapse
|
4
|
Zulaika G, Otieno FO, Mason L, van Eijk AM, Bhaumik R, Green SJ, Phillips-Howard PA, Mehta SD. Menstrual cups to reduce bacterial vaginosis and STIs through reduced harmful sexual and menstrual practices among economically vulnerable women: protocol of a single arm trial in western Kenya. BMC Public Health 2024; 24:3089. [PMID: 39516733 PMCID: PMC11545970 DOI: 10.1186/s12889-024-20491-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2024] [Accepted: 10/23/2024] [Indexed: 11/16/2024] Open
Abstract
BACKGROUND In western Kenya, menstrual hygiene management (MHM) is a pervasive problem. Challenges are compounded for economically constrained women who continue to engage in sex during menses and resort to practices such as vaginal insertion of tissue and cotton to maintain dryness during sex. These practices can be harmful to the vaginal microbiome (VMB) and can lead to high rates of sexually transmitted infections (STIs) and HIV. This study will evaluate whether menstrual cups that can be worn during intercourse may be beneficial to the VMB and help prevent Bacterial vaginosis (BV) and STI acquisition among these economically vulnerable women. METHODS In this single-arm trial among economically vulnerable women in semi-urban western Kenya, we will evaluate the preliminary efficacy of menstrual cups on non-optimal VMB, BV, and STIs, and investigate safety, acceptability, and implementation needs. Through peer referral we aim to recruit 402 menstruating women aged 15-35 who exchange sex for money or basic needs. Women who are pregnant, have delivered in the past six months, or use an intrauterine device (IUD) will not be eligible. Participants will be seen every six months for 24 months and be asked about their sexual and MHM practices, with samples collected to assess BV and VMB. At baseline, 12-, and 24-month visits, additional samples will be collected to measure HIV and STIs (C. trachomatis, N. gonorrhoeae, and T. vaginalis). HSV-2 status will be assessed at baseline. Intervention provision will consist of one reusable disc-shaped menstrual cup per participant and a group-based training within four weeks of the 12-month visit, followed by monthly telephone surveys for the first three months to assess cup use, adverse events, and provide any assistance. Primary analyses of preliminary efficacy will compare probabilities of optimal VMB, BV, and STIs in the pre-intervention period to the post-intervention period. Primary safety analyses will compare occurrence of menstrual toxic shock syndrome and cervicovaginal laceration. DISCUSSION If demonstrated safe and effective, this multipurpose reproductive health intervention will offer a dignified solution for the menstrual hygiene needs of women who engage in sex for livelihood and reduce their occurrence of non-optimal VMB, BV, and STIs. TRIAL REGISTRATION Clinicaltrials.gov NCT05666778 (28th December, 2022); Pan African Clinical Trials Registry 202,305,912,778,108 (25th May, 2023).
Collapse
Affiliation(s)
- Garazi Zulaika
- Department of Clinical Sciences, Liverpool School of Tropical Medicine, Pembroke Place, Liverpool, L3 5QA, UK.
| | | | - Linda Mason
- Department of Clinical Sciences, Liverpool School of Tropical Medicine, Pembroke Place, Liverpool, L3 5QA, UK
| | - Anna Maria van Eijk
- Department of Clinical Sciences, Liverpool School of Tropical Medicine, Pembroke Place, Liverpool, L3 5QA, UK
| | - Runa Bhaumik
- Division of Epidemiology & Biostatistics, University of Illinois Chicago School of Public Health, Chicago, USA
| | - Stefan J Green
- Department of Internal Medicine and Genomics and Microbiome Core Facility, Rush University, Chicago, USA
| | - Penelope A Phillips-Howard
- Department of Clinical Sciences, Liverpool School of Tropical Medicine, Pembroke Place, Liverpool, L3 5QA, UK
| | - Supriya D Mehta
- Division of Infectious Disease Medicine, Rush University College of Medicine, Chicago, USA
| |
Collapse
|
5
|
Roy M, Majumdar T, Ray J. Vulvovaginal candidiasis in pregnant women attending a tertiary care centre in North-Eastern India. Indian J Med Microbiol 2024; 52:100738. [PMID: 39349138 DOI: 10.1016/j.ijmmb.2024.100738] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2024] [Revised: 08/19/2024] [Accepted: 09/28/2024] [Indexed: 10/02/2024]
Abstract
BACKGROUND Candida colonisation in vagina was found to be 20 %, rising to 30 % during pregnancy. According to studies, the prevalence of VVC during pregnancy is higher than healthy women. During pregnancy, candidal colonisation increases, both symptomatic and asymptomatic. However, the difference between strains causing symptomatic infection and those that cause asymptomatic infection is unknown. OBJECTIVE This study aimed to compare the virulence factors of Candida VVC isolates from symptomatic and asymptomatic pregnant women. METHODS The study included 120 pregnant women- 60 symptomatic and 60 asymptomatic, who presented to the Obstetrics and Gynaecology Outpatient Department with vaginitis symptoms. High vaginal swabs from the patient and used for gram stain, direct wet mount, pH detection and fungal culture in SDA with and without antibiotics. Germ tube tests, growth in CMA, and HiCrome Candida Differential Agar were used to identify yeast colonies grown in culture. The isolates were then examined for virulence factors like biofilm formation, phospholipase, coagulase, and hemolysin. Antifungal susceptibility was determined using E-test. RESULTS The current study reveals a high prevalence of Vulvovaginal Candidiasis in pregnant women(35 %). Asymptomatic patients had lower proportion of VVC than symptomatic patients. Non albicans Candida(NAC) outnumbered Candida albicans. Although Candida albicans growth was predominant in asymptomatic patients. Virulence studies revealed that Candida spp. isolated from symptomatic patients expressed a higher proportion of virulence factors. Besides NAC has higher proportion of expressing virulence factors than Candida albicans and has higher propensity to cause infection especially in symptomatic pregnant women. Antifungal susceptibility testing shows Itraconazole to be most sensitive for VVC treatment but Candida albicans was most susceptible to fluconazole while NAC had the least. CONCLUSIONS The study emphasizes the importance of routine screening of symptomatic pregnant women for VVC, as syndromic treatment will increase antifungal resistance, particularly in NAC.
Collapse
Affiliation(s)
- Mahuya Roy
- Department of Microbiology, Agartala Government Medical College, Agartala, India.
| | - Tapan Majumdar
- Department of Microbiology, Agartala Government Medical College, Agartala, India.
| | - Jayanta Ray
- Department of Obstetrics and Gynaecology, Agartala Government Medical College, Agartala, India.
| |
Collapse
|
6
|
Avitabile E, Menotti L, Croatti V, Giordani B, Parolin C, Vitali B. Protective Mechanisms of Vaginal Lactobacilli against Sexually Transmitted Viral Infections. Int J Mol Sci 2024; 25:9168. [PMID: 39273118 PMCID: PMC11395631 DOI: 10.3390/ijms25179168] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2024] [Revised: 08/16/2024] [Accepted: 08/21/2024] [Indexed: 09/15/2024] Open
Abstract
The healthy cervicovaginal microbiota is dominated by various Lactobacillus species, which support a condition of eubiosis. Among their many functions, vaginal lactobacilli contribute to the maintenance of an acidic pH, produce antimicrobial compounds, and modulate the host immune response to protect against vaginal bacterial and fungal infections. Increasing evidence suggests that these beneficial bacteria may also confer protection against sexually transmitted infections (STIs) caused by viruses such as human papillomavirus (HPV), human immunodeficiency virus (HIV) and herpes simplex virus (HSV). Viral STIs pose a substantial public health burden globally, causing a range of infectious diseases with potentially severe consequences. Understanding the molecular mechanisms by which lactobacilli exert their protective effects against viral STIs is paramount for the development of novel preventive and therapeutic strategies. This review aims to provide more recent insights into the intricate interactions between lactobacilli and viral STIs, exploring their impact on the vaginal microenvironment, host immune response, viral infectivity and pathogenesis, and highlighting their potential implications for public health interventions and clinical management strategies.
Collapse
Affiliation(s)
- Elisa Avitabile
- Department of Pharmacy and Biotechnology, University of Bologna, 40127 Bologna, Italy
| | - Laura Menotti
- Department of Pharmacy and Biotechnology, University of Bologna, 40127 Bologna, Italy
| | - Vanessa Croatti
- Department of Pharmacy and Biotechnology, University of Bologna, 40127 Bologna, Italy
| | - Barbara Giordani
- Department of Pharmacy and Biotechnology, University of Bologna, 40127 Bologna, Italy
| | - Carola Parolin
- Department of Pharmacy and Biotechnology, University of Bologna, 40127 Bologna, Italy
| | - Beatrice Vitali
- Department of Pharmacy and Biotechnology, University of Bologna, 40127 Bologna, Italy
| |
Collapse
|
7
|
Munch MM, Strenk SM, Srinivasan S, Fiedler TL, Proll S, Fredricks DN. Gardnerella Species and Their Association With Bacterial Vaginosis. J Infect Dis 2024; 230:e171-e181. [PMID: 39052736 PMCID: PMC11272073 DOI: 10.1093/infdis/jiae026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2023] [Revised: 01/10/2024] [Accepted: 01/22/2024] [Indexed: 01/26/2024] Open
Abstract
BACKGROUND Bacterial vaginosis (BV) is a condition marked by high vaginal bacterial diversity. Gardnerella vaginalis has been implicated in BV but is also detected in healthy women. The Gardnerella genus has been expanded to encompass 6 validly named species and several genomospecies. We hypothesized that particular Gardnerella species may be more associated with BV. METHODS Quantitative polymerase chain reaction (PCR) assays were developed targeting the cpn60 gene of species groups including G. vaginalis, G. piotii/pickettii, G. swidsinskii/greenwoodii, and G. leopoldii. These assays were applied to vaginal swabs from individuals with (n = 101) and without BV (n = 150) attending a sexual health clinic in Seattle, Washington. Weekly swabs were collected from 42 participants for up to 12 weeks. RESULTS Concentrations and prevalence of each Gardnerella species group were significantly higher in participants with BV; 91.1% of BV-positive participants had 3 or more Gardnerella species groups detected compared to 32.0% of BV-negative participants (P < .0001). BV-negative participants with 3 or more species groups detected were more likely to develop BV within 100 days versus those with fewer (60.5% vs 3.7%, P < .0001). CONCLUSIONS These results suggest that BV reflects a state of high Gardnerella species diversity. No Gardnerella species group was a specific marker for BV.
Collapse
Affiliation(s)
- Matthew M Munch
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Center, Seattle, Washington, USA
| | - Susan M Strenk
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Center, Seattle, Washington, USA
| | - Sujatha Srinivasan
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Center, Seattle, Washington, USA
| | - Tina L Fiedler
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Center, Seattle, Washington, USA
| | - Sean Proll
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Center, Seattle, Washington, USA
| | - David N Fredricks
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Center, Seattle, Washington, USA
- Department of Medicine, University of Washington, Seattle, Washington, USA
| |
Collapse
|
8
|
Izadifar Z, Cotton J, Chen S, Horvath V, Stejskalova A, Gulati A, LoGrande NT, Budnik B, Shahriar S, Doherty ER, Xie Y, To T, Gilpin SE, Sesay AM, Goyal G, Lebrilla CB, Ingber DE. Mucus production, host-microbiome interactions, hormone sensitivity, and innate immune responses modeled in human cervix chips. Nat Commun 2024; 15:4578. [PMID: 38811586 PMCID: PMC11137093 DOI: 10.1038/s41467-024-48910-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2023] [Accepted: 03/22/2024] [Indexed: 05/31/2024] Open
Abstract
Modulation of the cervix by steroid hormones and commensal microbiome play a central role in the health of the female reproductive tract. Here we describe organ-on-a-chip (Organ Chip) models that recreate the human cervical epithelial-stromal interface with a functional epithelial barrier and production of mucus with biochemical and hormone-responsive properties similar to living cervix. When Cervix Chips are populated with optimal healthy versus dysbiotic microbial communities (dominated by Lactobacillus crispatus and Gardnerella vaginalis, respectively), significant differences in tissue innate immune responses, barrier function, cell viability, proteome, and mucus composition are observed that are similar to those seen in vivo. Thus, human Cervix Organ Chips represent physiologically relevant in vitro models to study cervix physiology and host-microbiome interactions, and hence may be used as a preclinical testbed for development of therapeutic interventions to enhance women's health.
Collapse
Affiliation(s)
- Zohreh Izadifar
- Wyss Institute for Biologically Inspired Engineering, Harvard University, Boston, MA, 02215, USA
- Urology Department, Boston Children's Hospital, Harvard Medical School, Boston, MA, 02115, USA
| | - Justin Cotton
- Wyss Institute for Biologically Inspired Engineering, Harvard University, Boston, MA, 02215, USA
| | - Siyu Chen
- Department of Chemistry, University of California Davis, Davis, California, Davis, CA, 95616, USA
| | - Viktor Horvath
- Wyss Institute for Biologically Inspired Engineering, Harvard University, Boston, MA, 02215, USA
| | - Anna Stejskalova
- Wyss Institute for Biologically Inspired Engineering, Harvard University, Boston, MA, 02215, USA
| | - Aakanksha Gulati
- Wyss Institute for Biologically Inspired Engineering, Harvard University, Boston, MA, 02215, USA
| | - Nina T LoGrande
- Wyss Institute for Biologically Inspired Engineering, Harvard University, Boston, MA, 02215, USA
| | - Bogdan Budnik
- Wyss Institute for Biologically Inspired Engineering, Harvard University, Boston, MA, 02215, USA
| | - Sanjid Shahriar
- Wyss Institute for Biologically Inspired Engineering, Harvard University, Boston, MA, 02215, USA
| | - Erin R Doherty
- Wyss Institute for Biologically Inspired Engineering, Harvard University, Boston, MA, 02215, USA
| | - Yixuan Xie
- Department of Chemistry, University of California Davis, Davis, California, Davis, CA, 95616, USA
| | - Tania To
- Wyss Institute for Biologically Inspired Engineering, Harvard University, Boston, MA, 02215, USA
| | - Sarah E Gilpin
- Wyss Institute for Biologically Inspired Engineering, Harvard University, Boston, MA, 02215, USA
| | - Adama M Sesay
- Wyss Institute for Biologically Inspired Engineering, Harvard University, Boston, MA, 02215, USA
| | - Girija Goyal
- Wyss Institute for Biologically Inspired Engineering, Harvard University, Boston, MA, 02215, USA
| | - Carlito B Lebrilla
- Department of Chemistry, University of California Davis, Davis, California, Davis, CA, 95616, USA
| | - Donald E Ingber
- Wyss Institute for Biologically Inspired Engineering, Harvard University, Boston, MA, 02215, USA.
- Vascular Biology Program, Boston Children's Hospital and Department of Pathology, Harvard Medical School, Boston, MA, 02115, USA.
- Harvard John A. Paulson School of Engineering and Applied Sciences, Cambridge, MA, 02134, USA.
| |
Collapse
|
9
|
Tesfai Y, Lucea MB, Chan E, Asuquo T, Zhu H, Gaines TL, Campbell JC, Stockman JK, Tsuyuki K. Cumulative Lifetime Violence and Bacterial Vaginosis Infection in Sexually Transmitted Infections: Findings From a Retrospective Cohort Study Among Black Women at Risk for HIV. AJPM FOCUS 2024; 3:100180. [PMID: 38445027 PMCID: PMC10912451 DOI: 10.1016/j.focus.2023.100180] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 03/07/2024]
Abstract
Introduction Bacterial vaginosis is the most common vaginal condition among women of reproductive age and has been associated with sexually transmitted infections. This study examines the association between cumulative lifetime violence exposure, bacterial vaginosis, and sexually transmitted infections among Black women at risk for HIV. Methods HIV-negative Black women in a retrospective cohort study (N=230) completed survey questions on cumulative violence (exposure to sexual or physical abuse before age 18 years and exposure to intimate partner violence or sexual violence [partner or other] after age 18 years and past year), bacterial vaginosis (lifetime and past year), and sexually transmitted infection diagnosis (lifetime and past year). Logistic regression models estimated the associations between cumulative violence, bacterial vaginosis, and sexually transmitted infections. Bacterial vaginosis was examined as a moderator in the association between cumulative violence and sexually transmitted infections. Results Many women reported cumulative violence exposure (40%), lifetime bacterial vaginosis diagnosis (53%), and lifetime sexually transmitted infection diagnosis (73%). Cumulative violence experience was significantly associated with increased adjusted odds of lifetime bacterial vaginosis diagnosis (AOR=1.98; 95% CI=1.10, 3.54). Lifetime bacterial vaginosis diagnosis (AOR=2.76; 95% CI=1.45, 5.22) and past-year bacterial vaginosis diagnosis (AOR=2.16; 95% CI=1.14, 4.10) were significantly associated with increased odds of lifetime sexually transmitted infection diagnosis. Lifetime bacterial vaginosis diagnosis (AOR=2.10; 95% CI=1.19, 3.70) and past-year bacterial vaginosis diagnosis (AOR=3.00; 95% CI=1.70, 5.31) were significantly associated with past-year sexually transmitted infection diagnosis. Lifetime bacterial vaginosis infection significantly increased the odds of lifetime sexually transmitted infection diagnosis with increasing cumulative violence exposure. Conclusions Our findings support educating and screening Black women who experience cumulative violence for bacterial vaginosis to reduce the risk of untreated bacterial vaginosis and sexually transmitted infections.
Collapse
Affiliation(s)
- Yordanos Tesfai
- Family Medicine and Public Health, University of California, San Diego, La Jolla, California
| | - Marguerite B. Lucea
- Department of Nursing, College of Health Professions, Towson University, Towson, Maryland
| | - Erica Chan
- Family Medicine and Public Health, University of California, San Diego, La Jolla, California
| | - Theresa Asuquo
- Program in Medical Education - Health Equity (PRIME-HEQ), Department of Medicine, University of California, San Diego, La Jolla, California
| | - Helen Zhu
- Division of Infectious Diseases & Global Public Health, Department of Medicine, School of Medicine, University of California, San Diego, La Jolla, California
| | - Tommi L. Gaines
- Division of Infectious Diseases & Global Public Health, Department of Medicine, School of Medicine, University of California, San Diego, La Jolla, California
| | | | - Jamila K. Stockman
- Division of Infectious Diseases & Global Public Health, Department of Medicine, School of Medicine, University of California, San Diego, La Jolla, California
| | - Kiyomi Tsuyuki
- Division of Infectious Diseases & Global Public Health, Department of Medicine, School of Medicine, University of California, San Diego, La Jolla, California
| |
Collapse
|
10
|
Muzny CA, Elnaggar JH, Sousa LGV, Lima Â, Aaron KJ, Eastlund IC, Graves KJ, Dong C, Van Gerwen OT, Luo M, Tamhane A, Long D, Cerca N, Taylor CM. Microbial interactions among Gardnerella, Prevotella and Fannyhessea prior to incident bacterial vaginosis: protocol for a prospective, observational study. BMJ Open 2024; 14:e083516. [PMID: 38316599 PMCID: PMC10859992 DOI: 10.1136/bmjopen-2023-083516] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/22/2023] [Accepted: 01/16/2024] [Indexed: 02/07/2024] Open
Abstract
INTRODUCTION The aetiology of bacterial vaginosis (BV), a biofilm-associated vaginal infection, remains unknown. Epidemiologic data suggest that it is sexually transmitted. BV is characterised by loss of lactic acid-producing lactobacilli and an increase in facultative and strict anaerobic bacteria. Gardnerella spp are present in 95%-100% of cases; Gardnerella vaginalis has been found to be more virulent than other BV-associated bacteria (BVAB) in vitro. However, G. vaginalis is found in women with normal vaginal microbiota and colonisation is not sufficient for BV development. We hypothesise that Gardnerella spp initiate BV biofilm formation, but incident BV (iBV) requires incorporation of other key BVAB (ie, Prevotella bivia, Fannyhessea vaginae) into the biofilm that alter the transcriptome of the polymicrobial consortium. This study will investigate the sequence of microbiologic events preceding iBV. METHODS AND ANALYSIS This study will enrol 150 women aged 18-45 years with normal vaginal microbiota and no sexually transmitted infections at a sexual health research clinic in Birmingham, Alabama. Women will self-collect twice daily vaginal specimens up to 60 days. A combination of 16S rRNA gene sequencing, qPCR for Gardnerella spp, P. bivia and F. vaginae, and broad range 16S rRNA gene qPCR will be performed on twice daily vaginal specimens from women with iBV (Nugent score 7-10 on at least 2 consecutive days) and controls (with comparable age, race, contraceptive method and menstrual cycle days) maintaining normal vaginal microbiota to investigate changes in the vaginal microbiota over time for women with iBV. Participants will complete daily diaries on multiple factors including sexual activity. ETHICS AND DISSEMINATION This protocol is approved by the University of Alabama at Birmingham Institutional Review Board (IRB-300004547) and written informed consent will be obtained from all participants. Findings will be presented at scientific conferences and published in peer-reviewed journals as well as disseminated to providers and patients in communities of interest.
Collapse
Affiliation(s)
- Christina A Muzny
- Division of Infectious Diseases, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Jacob H Elnaggar
- Department of Microbiology, Immunology, and Parasitology, Louisiana State University Health Sciences Center, New Orleans, Louisiana, USA
| | - Lúcia G V Sousa
- Centre of Biological Engineering, Laboratory of Research in Biofilms Rosário Oliveira (LIBRO), University of Minho-Gualtar Campus, Braga, Portugal
| | - Ângela Lima
- Centre of Biological Engineering, Laboratory of Research in Biofilms Rosário Oliveira (LIBRO), University of Minho-Gualtar Campus, Braga, Portugal
| | - Kristal J Aaron
- Division of Infectious Diseases, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Isaac C Eastlund
- Division of Infectious Diseases, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Keonte J Graves
- Division of Infectious Diseases, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Chaoling Dong
- Division of Infectious Diseases, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Olivia T Van Gerwen
- Division of Infectious Diseases, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Meng Luo
- Department of Microbiology, Immunology, and Parasitology, Louisiana State University Health Sciences Center, New Orleans, Louisiana, USA
- Microbial Genomics Resource Group, School of Medicine, Louisiana State University Health Sciences Center, New Orleans, Louisiana, USA
| | - Ashutosh Tamhane
- Division of Nephrology, University of Alabama at Birmingham, Birmingham, Alabama, USA
- Center for Clinical and Translational Sciences, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Dustin Long
- Department of Biostatistics, University of Alabama at Birmingham, School of Public Health, Birmingham, Alabama, USA
| | - Nuno Cerca
- Centre of Biological Engineering, Laboratory of Research in Biofilms Rosário Oliveira (LIBRO), University of Minho-Gualtar Campus, Braga, Portugal
- LABBELS-Associate Laboratory, Braga, Guimarães, Portugal
| | - Christopher M Taylor
- Department of Microbiology, Immunology, and Parasitology, Louisiana State University Health Sciences Center, New Orleans, Louisiana, USA
| |
Collapse
|
11
|
Rahman N, Mian MF, Nazli A, Kaushic C. Human vaginal microbiota colonization is regulated by female sex hormones in a mouse model. Front Cell Infect Microbiol 2023; 13:1307451. [PMID: 38156321 PMCID: PMC10753781 DOI: 10.3389/fcimb.2023.1307451] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2023] [Accepted: 11/22/2023] [Indexed: 12/30/2023] Open
Abstract
Introduction Clinically, a Lactobacillus rich vaginal microbiota (VMB) is considered optimal for reproductive outcomes, while a VMB populated by anaerobes is associated with dysbiosis and the clinical condition bacterial vaginosis (BV), which is linked to increased susceptibility to sexually transmitted infections and adverse reproductive outcomes. Mouse models that mimic eubiotic and dysbiotic VMB are currently lacking but could play a critical role in improving protective interventions. Methods In this study, probiotic, eubiotic, and dysbiotic models were developed in C57BL/6 mice, using probiotic strains Lactobacillus rhamnosus GR-1 and Lactobacillus reuteri RC-14, eubiotic Lactobacillus crispatus, or dysbiotic Gardnerella vaginalis strains. Endogenous sex hormones were manipulated by either ovariectomizing (OVX) mice or administering 17β-estradiol or progesterone pellets in OVX mice. Hormone-altered mice were inoculated with probiotic Lactobacillus species, L. crispatus, or G. vaginalis, and colonization was tracked using quantitative plating assays. Glycogen and MUC-1 levels in hormone-treated mice were determined with ELISA and MUC-1 staining. Results Following a single administration, L. rhamnosus and L. reuteri persisted in the mouse vaginal tract for up to eight days, L. crispatus persisted for up to three days, and G. vaginalis persisted for up to two days, as measured by quantitative plating assays and qPCR. Colonization of G. vaginalis was facilitated by the presence of mucin. The lack of endogenous hormones in OVX mice dramatically decreased VMB bacterial load compared to normal mice. None of the exogenous bacteria including Lactobacilli could colonize OVX mice for more than 24 hours. Treatment with 17β-estradiol but not progesterone restored the endogenous VMB and colonization with Lactobacilli and G. vaginalis. Interestingly, 17β-estradiol treated mice had significantly increased levels of glycogen compared to OVX and progesterone-treated mice. Discussion Based on the results, we have shown that estrogen played a significant role in the ability for human VMB species to colonize in our mouse models, potentially through a glycogen mediated mechanism. These results suggest there is a dynamic interaction between sex hormones and the VMB, which can affect bacterial diversity and the ability for a VMB to colonize.
Collapse
Affiliation(s)
- Nuzhat Rahman
- Department of Medicine, McMaster University, Hamilton, ON, Canada
- McMaster Immunology Research Center, Michael G. DeGroote Center for Learning and Discovery, McMaster University, Hamilton, ON, Canada
| | - M. Firoz Mian
- Department of Medicine, McMaster University, Hamilton, ON, Canada
- McMaster Immunology Research Center, Michael G. DeGroote Center for Learning and Discovery, McMaster University, Hamilton, ON, Canada
| | - Aisha Nazli
- Department of Medicine, McMaster University, Hamilton, ON, Canada
- McMaster Immunology Research Center, Michael G. DeGroote Center for Learning and Discovery, McMaster University, Hamilton, ON, Canada
| | - Charu Kaushic
- Department of Medicine, McMaster University, Hamilton, ON, Canada
- McMaster Immunology Research Center, Michael G. DeGroote Center for Learning and Discovery, McMaster University, Hamilton, ON, Canada
| |
Collapse
|
12
|
Celeste C, Ming D, Broce J, Ojo DP, Drobina E, Louis-Jacques AF, Gilbert JE, Fang R, Parker IK. Ethnic disparity in diagnosing asymptomatic bacterial vaginosis using machine learning. NPJ Digit Med 2023; 6:211. [PMID: 37978250 PMCID: PMC10656445 DOI: 10.1038/s41746-023-00953-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2023] [Accepted: 10/27/2023] [Indexed: 11/19/2023] Open
Abstract
While machine learning (ML) has shown great promise in medical diagnostics, a major challenge is that ML models do not always perform equally well among ethnic groups. This is alarming for women's health, as there are already existing health disparities that vary by ethnicity. Bacterial Vaginosis (BV) is a common vaginal syndrome among women of reproductive age and has clear diagnostic differences among ethnic groups. Here, we investigate the ability of four ML algorithms to diagnose BV. We determine the fairness in the prediction of asymptomatic BV using 16S rRNA sequencing data from Asian, Black, Hispanic, and white women. General purpose ML model performances vary based on ethnicity. When evaluating the metric of false positive or false negative rate, we find that models perform least effectively for Hispanic and Asian women. Models generally have the highest performance for white women and the lowest for Asian women. These findings demonstrate a need for improved methodologies to increase model fairness for predicting BV.
Collapse
Affiliation(s)
- Cameron Celeste
- J. Crayton Pruitt Family Department of Biomedical Engineering, University of Florida, Gainesville, FL, 32610, USA
| | - Dion Ming
- J. Crayton Pruitt Family Department of Biomedical Engineering, University of Florida, Gainesville, FL, 32610, USA
| | - Justin Broce
- Department of Computer and Information Science and Engineering, University of Florida, Gainesville, FL, 32611, USA
| | - Diandra P Ojo
- Department of Computer and Information Science and Engineering, University of Florida, Gainesville, FL, 32611, USA
| | - Emma Drobina
- Department of Computer and Information Science and Engineering, University of Florida, Gainesville, FL, 32611, USA
| | - Adetola F Louis-Jacques
- Department of Obstetrics and Gynecology, College of Medicine, University of Florida, Gainesville, FL, 32611, USA
| | - Juan E Gilbert
- Department of Computer and Information Science and Engineering, University of Florida, Gainesville, FL, 32611, USA
| | - Ruogu Fang
- J. Crayton Pruitt Family Department of Biomedical Engineering, University of Florida, Gainesville, FL, 32610, USA.
- Department of Computer and Information Science and Engineering, University of Florida, Gainesville, FL, 32611, USA.
- Department of Electrical and Computer Engineering, University of Florida, Gainesville, FL, 32611, USA.
- Department of Radiology, University of Florida, Gainesville, FL, 32611, USA.
| | - Ivana K Parker
- J. Crayton Pruitt Family Department of Biomedical Engineering, University of Florida, Gainesville, FL, 32610, USA.
| |
Collapse
|
13
|
Qi F, Fan S, Fang C, Ge L, Lyu J, Huang Z, Zhao S, Zou Y, Huang L, Liu X, Liang Y, Zhang Y, Zhong Y, Zhang H, Xiao L, Zhang X. Orally administrated Lactobacillus gasseri TM13 and Lactobacillus crispatus LG55 can restore the vaginal health of patients recovering from bacterial vaginosis. Front Immunol 2023; 14:1125239. [PMID: 37575226 PMCID: PMC10415204 DOI: 10.3389/fimmu.2023.1125239] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2022] [Accepted: 06/19/2023] [Indexed: 08/15/2023] Open
Abstract
Bacterial vaginosis (BV) is a common infection of the lower genital tract with a vaginal microbiome dysbiosis caused by decreasing of lactobacilli. Previous studies suggested that supplementation with live Lactobacillus may benefit the recovery of BV, however, the outcomes vary in people from different regions. Herein, we aim to evaluate the effectiveness of oral Chinese-origin Lactobacillus with adjuvant metronidazole (MET) on treating Chinese BV patients. In total, 67 Chinese women with BV were enrolled in this parallel controlled trial and randomly assigned to two study groups: a control group treated with MET vaginal suppositories for 7 days and a probiotic group treated with oral Lactobacillus gasseri TM13 and Lactobacillus crispatus LG55 as an adjuvant to MET for 30 days. By comparing the participants with Nugent Scores ≥ 7 and < 7 on days 14, 30, and 90, we found that oral administration of probiotics did not improve BV cure rates (72.73% and 84.00% at day 14, 57.14% and 60.00% at day 30, 32.14% and 48.39% at day 90 for probiotic and control group respectively). However, the probiotics were effective in restoring vaginal health after cure by showing higher proportion of participants with Nugent Scores < 4 in the probiotic group compared to the control group (87.50% and 71.43% on day 14, 93.75% and 88.89% on day 30, and 77.78% and 66.67% on day 90). The relative abundance of the probiotic strains was significantly increased in the intestinal microbiome of the probiotic group compared to the control group at day 14, but no significance was detected after 30 and 90 days. Also, the probiotics were not detected in vaginal microbiome, suggesting that L. gasseri TM13 and L. crispatus LG55 mainly acted through the intestine. A higher abundance of Prevotella timonensis at baseline was significantly associated with long-term cure failure of BV and greatly contributed to the enrichment of the lipid IVA synthesis pathway, which could aggravate inflammation response. To sum up, L. gasseri TM13 and L. crispatus LG55 can restore the vaginal health of patients recovering from BV, and individualized intervention mode should be developed to restore the vaginal health of patients recovering from BV. Clinical trial registration https://classic.clinicaltrials.gov/ct2/show/, identifier NCT04771728.
Collapse
Affiliation(s)
- Fengyuan Qi
- Department of Obstetrics and Gynecology, Peking University Shenzhen Hospital, Shenzhen, China
- BGI-Shenzhen, Shenzhen, China
- ShenZhen Engineering Laboratory of Detection and Intervention of Human Intestinal Microbiome, Shenzhen, China
- College of Life Sciences, University of Chinese Academy of Sciences, Beijing, China
| | - Shangrong Fan
- Department of Obstetrics and Gynecology, Peking University Shenzhen Hospital, Shenzhen, China
- Institute of Obstetrics and Gynecology, Shenzhen Peking University Hong Kong University of Science and Technology Medical Center, Shenzhen, China
- Shenzhen Key Laboratory on Technology for Early Diagnosis of Major Gynecological Diseases, Peking University Shenzhen Hospital, Shenzhen, China
| | - Chao Fang
- BGI-Shenzhen, Shenzhen, China
- ShenZhen Engineering Laboratory of Detection and Intervention of Human Intestinal Microbiome, Shenzhen, China
| | - Lan Ge
- BGI Precision Nutrition (Shenzhen) Technology Co., Ltd, Shenzhen, China
| | - Jinli Lyu
- Department of Obstetrics and Gynecology, Peking University Shenzhen Hospital, Shenzhen, China
- Institute of Obstetrics and Gynecology, Shenzhen Peking University Hong Kong University of Science and Technology Medical Center, Shenzhen, China
- Shenzhen Key Laboratory on Technology for Early Diagnosis of Major Gynecological Diseases, Peking University Shenzhen Hospital, Shenzhen, China
| | - Zhuoqi Huang
- BGI-Shenzhen, Shenzhen, China
- ShenZhen Engineering Laboratory of Detection and Intervention of Human Intestinal Microbiome, Shenzhen, China
- Department of Biology, School of Life Sciences, Southern University of Science and Technology, Shenzhen, China
| | - Shaowei Zhao
- BGI-Shenzhen, Shenzhen, China
- ShenZhen Engineering Laboratory of Detection and Intervention of Human Intestinal Microbiome, Shenzhen, China
| | - Yuanqiang Zou
- BGI-Shenzhen, Shenzhen, China
- ShenZhen Engineering Laboratory of Detection and Intervention of Human Intestinal Microbiome, Shenzhen, China
| | - Liting Huang
- Department of Obstetrics and Gynecology, Peking University Shenzhen Hospital, Shenzhen, China
- Institute of Obstetrics and Gynecology, Shenzhen Peking University Hong Kong University of Science and Technology Medical Center, Shenzhen, China
- Shenzhen Key Laboratory on Technology for Early Diagnosis of Major Gynecological Diseases, Peking University Shenzhen Hospital, Shenzhen, China
| | - Xinyang Liu
- Department of Obstetrics and Gynecology, Peking University Shenzhen Hospital, Shenzhen, China
- Institute of Obstetrics and Gynecology, Shenzhen Peking University Hong Kong University of Science and Technology Medical Center, Shenzhen, China
- Shenzhen Key Laboratory on Technology for Early Diagnosis of Major Gynecological Diseases, Peking University Shenzhen Hospital, Shenzhen, China
| | - Yiheng Liang
- Department of Obstetrics and Gynecology, Peking University Shenzhen Hospital, Shenzhen, China
- Institute of Obstetrics and Gynecology, Shenzhen Peking University Hong Kong University of Science and Technology Medical Center, Shenzhen, China
- Shenzhen Key Laboratory on Technology for Early Diagnosis of Major Gynecological Diseases, Peking University Shenzhen Hospital, Shenzhen, China
| | - Yongke Zhang
- Department of Obstetrics and Gynecology, Peking University Shenzhen Hospital, Shenzhen, China
- Institute of Obstetrics and Gynecology, Shenzhen Peking University Hong Kong University of Science and Technology Medical Center, Shenzhen, China
- Shenzhen Key Laboratory on Technology for Early Diagnosis of Major Gynecological Diseases, Peking University Shenzhen Hospital, Shenzhen, China
| | - Yiyi Zhong
- BGI Precision Nutrition (Shenzhen) Technology Co., Ltd, Shenzhen, China
| | - Haifeng Zhang
- BGI Precision Nutrition (Shenzhen) Technology Co., Ltd, Shenzhen, China
| | - Liang Xiao
- BGI-Shenzhen, Shenzhen, China
- ShenZhen Engineering Laboratory of Detection and Intervention of Human Intestinal Microbiome, Shenzhen, China
| | - Xiaowei Zhang
- Department of Obstetrics and Gynecology, Peking University Shenzhen Hospital, Shenzhen, China
- Institute of Obstetrics and Gynecology, Shenzhen Peking University Hong Kong University of Science and Technology Medical Center, Shenzhen, China
- Shenzhen Key Laboratory on Technology for Early Diagnosis of Major Gynecological Diseases, Peking University Shenzhen Hospital, Shenzhen, China
| |
Collapse
|
14
|
Tuniyazi M, Zhang N. Possible Therapeutic Mechanisms and Future Perspectives of Vaginal Microbiota Transplantation. Microorganisms 2023; 11:1427. [PMID: 37374929 PMCID: PMC10305445 DOI: 10.3390/microorganisms11061427] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2023] [Revised: 05/16/2023] [Accepted: 05/24/2023] [Indexed: 06/29/2023] Open
Abstract
Microbial communities inhabiting the human body play a crucial role in protecting the host against pathogens and inflammation. Disruptions to the microbial composition can lead to various health issues. Microbial transfer therapy (MTT) has emerged as a potential treatment option to address such issues. Fecal microbiota transplantation (FMT) is the most widely used form of MTT and has been successful in treating several diseases. Another form of MTT is vaginal microbiota transplantation (VMT), which involves transferring vaginal microbiota from a healthy female donor to a diseased patient's vaginal cavity with the goal of restoring normal vaginal microbial composition. However, VMT has not been extensively studied due to safety concerns and a lack of research. This paper explores the therapeutic mechanisms of VMT and discusses future perspectives. Further research is necessary to advance the clinical applications and techniques of VMT.
Collapse
Affiliation(s)
| | - Naisheng Zhang
- Department of Clinical Veterinary Medicine, College of Veterinary Medicine, Jilin University, Changchun 130062, China;
| |
Collapse
|
15
|
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: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [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
|
16
|
Pendharkar S, Skafte-Holm A, Simsek G, Haahr T. Lactobacilli and Their Probiotic Effects in the Vagina of Reproductive Age Women. Microorganisms 2023; 11:microorganisms11030636. [PMID: 36985210 PMCID: PMC10056154 DOI: 10.3390/microorganisms11030636] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2023] [Revised: 02/07/2023] [Accepted: 02/17/2023] [Indexed: 03/06/2023] Open
Abstract
In the present narrative review, the probiotic effects of vaginal Lactobacillus spp. are described in detail, covering the importance of the differential production of lactic acid, the lactic acid D/L isoforms, the questionable in vivo effect of hydrogen peroxide, as well as bacteriocins and other core proteins produced by vaginal Lactobacillus spp. Moreover, the microbe–host interaction is explained with emphasis on the vaginal mucosa. To understand the crucial role of Lactobacillus spp. dominance in the vaginal microbiota, different dysbiotic states of the vagina are explained including bacterial vaginosis and aerobic vaginitis. Finally, this review takes on the therapeutic aspect of live lactobacilli in the context of bacterial vaginosis. Until recently, there was very low-quality evidence to suggest that any probiotic might aid in reducing vaginal infections or dysbiosis. Therefore, clinical usage or over the counter usage of probiotics was not recommended. However, recent progress has been made, moving from probiotics that are typically regulated as food supplements to so-called live biotherapeutic products that are regulated as medical drugs. Thus, recently, a phase 2b trial using a Lactobacillus crispatus strain as a therapeutic add-on to standard metronidazole showed significant reduction in the recurrence of bacterial vaginosis by 12 weeks compared to placebo. This may constitute evidence for a brighter future where the therapeutic use of lactobacilli can be harnessed to improve women’s health.
Collapse
Affiliation(s)
| | - Axel Skafte-Holm
- Research Unit for Reproductive Microbiology, Department of Bacteria, Parasites and Fungi, Statens Serum Institut, 2300 Copenhagen, Denmark
| | - Gizem Simsek
- Department of Biology, University of Copenhagen, 2200 Copenhagen, Denmark
| | - Thor Haahr
- Department of Gynecology and Obstetrics, Aarhus University Hospital, 8200 Aarhus, Denmark
- Correspondence:
| |
Collapse
|
17
|
Jimenez NR, Maarsingh JD, Łaniewski P, Herbst-Kralovetz MM. Commensal Lactobacilli Metabolically Contribute to Cervical Epithelial Homeostasis in a Species-Specific Manner. mSphere 2023; 8:e0045222. [PMID: 36629413 PMCID: PMC9942568 DOI: 10.1128/msphere.00452-22] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2022] [Accepted: 12/09/2022] [Indexed: 01/12/2023] Open
Abstract
In reproductive-age women, the vaginal microbiome is typically dominated by one or a few Lactobacillus species, including Lactobacillus crispatus, Lactobacillus iners, Lactobacillus paragasseri, Lactobacillus mulieris, and Lactobaccillus crispatus, has been associated with optimal cervicovaginal health; however, much is still unknown about how other lactobacilli metabolically contribute to cervicovaginal health. We hypothesized that metabolites of each Lactobacillus species differ and uniquely contribute to health and homeostasis. To address this hypothesis, we utilized a human three-dimensional (3D) cervical epithelial cell model in conjunction with genomics analyses and untargeted metabolomics to determine the metabolic contributions of less-studied vaginal lactobacilli-L. iners, L. paragasseri, and L. mulieris. Our study validated that vaginal lactobacilli exhibit a close phylogenetic relationship. Genomic findings from publicly available strains and those used in our study indicated that L. iners is metabolically distinct from other species of lactobacilli, likely due to a reduced genome size. Lactobacilli and mock controls were distinguishable based on global metabolic profiles. We identified 95 significantly altered metabolites (P < 0.05) between individual lactobacilli and mock controls. Metabolites related to amino acid metabolism were shared among the lactobacilli. N-Acetylated amino acids with potential antimicrobial properties were significantly elevated in a species-specific manner. L. paragasseri and L. iners shared aromatic, but not carbohydrate-derived, lactic acid metabolites with potential antimicrobial properties that may contribute to homeostasis of the cervicovaginal environment. Additionally, L. iners uniquely altered lipid metabolism, which may be a sign of adaptation to the cervicovaginal niche. Overall, these findings further elucidate the metabolic contributions of three key vaginal Lactobacillus species in gynecological health. IMPORTANCE Lactobacillus species contribute to cervicovaginal health by their production of lactic acid and other antimicrobial compounds. Yet, much is still unknown regarding the metabolic potential of lesser-studied but common vaginal lactobacilli. Here, we used untargeted metabolomics coupled with our 3D cervical epithelial cell model to identify metabolic differences among vaginal Lactobacillus species (Lactobacillus iners, Lactobacillus paragasseri, and Lactobacillus mulieris) and how those differences related to maintaining homeostasis of the cervical epithelium. Human 3D cell models are essential tools for studying host-bacteria interactions and reducing confounding factors inherent in clinical studies. Therefore, these unique models allowed us to decipher the putative lactobacilli mechanisms that contribute to their roles in health or disease. Metabolic analyses revealed distinct profiles of each Lactobacillus species but also shared metabolic contributions associated with antimicrobial activity: amino acid metabolism, N-acetylated amino acids, and aromatic lactic acids. These patterns provided validation of metabolites associated with health in clinical studies and provided novel targets, including immunomodulatory and antimicrobial metabolites, for postbiotic therapies.
Collapse
Affiliation(s)
- Nicole R. Jimenez
- Department of Obstetrics and Gynecology, College of Medicine—Phoenix, University of Arizona, Phoenix, Arizona, USA
| | - Jason D. Maarsingh
- Department of Obstetrics and Gynecology, College of Medicine—Phoenix, University of Arizona, Phoenix, Arizona, USA
| | - Paweł Łaniewski
- Department of Basic Medical Sciences, College of Medicine—Phoenix, University of Arizona, Phoenix, Arizona, USA
| | - Melissa M. Herbst-Kralovetz
- Department of Obstetrics and Gynecology, College of Medicine—Phoenix, University of Arizona, Phoenix, Arizona, USA
- Department of Basic Medical Sciences, College of Medicine—Phoenix, University of Arizona, Phoenix, Arizona, USA
| |
Collapse
|
18
|
Condic M, Neidhöfer C, Ralser DJ, Wetzig N, Thiele R, Sieber M, Otten LA, Warwas LK, Hoerauf A, Mustea A, Parčina M. Analysis of the cervical microbiome in women from the German national cervical cancer screening program. J Cancer Res Clin Oncol 2023:10.1007/s00432-023-04599-0. [PMID: 36780053 PMCID: PMC10356625 DOI: 10.1007/s00432-023-04599-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2022] [Accepted: 01/25/2023] [Indexed: 02/14/2023]
Abstract
PURPOSE Cervical cancer (CC) is caused by a persistent high-risk human papillomavirus (hrHPV) infection. The cervico-vaginal microbiome may influence the development of (pre)cancer lesions. Aim of the study was (i) to evaluate the new CC screening program in Germany for the detection of high-grade CC precursor lesions, and (ii) to elucidate the role of the cervico-vaginal microbiome and its potential impact on cervical dysplasia. METHODS The microbiome of 310 patients referred to colposcopy was determined by amplicon sequencing and correlated with clinicopathological parameters. RESULTS Most patients were referred for colposcopy due to a positive hrHPV result in two consecutive years combined with a normal PAP smear. In 2.1% of these cases, a CIN III lesion was detected. There was a significant positive association between the PAP stage and Lactobacillus vaginalis colonization and between the severity of CC precursor lesions and Ureaplasma parvum. CONCLUSION In our cohort, the new cervical cancer screening program resulted in a low rate of additional CIN III detected. It is questionable whether these cases were only identified earlier with additional HPV testing before the appearance of cytological abnormalities, or the new screening program will truly increase the detection rate of CIN III in the long run. Colonization with U. parvum was associated with histological dysplastic lesions. Whether targeted therapy of this pathogen or optimization of the microbiome prevents dysplasia remains speculative.
Collapse
Affiliation(s)
- Mateja Condic
- Department of Gynecology and Gynecological Oncology, University Hospital Bonn, Bonn, Germany.
| | - Claudio Neidhöfer
- Institute of Medical Microbiology, Immunology and Parasitology, University Hospital Bonn, Bonn, Germany
| | - Damian J Ralser
- Department of Gynecology and Gynecological Oncology, University Hospital Bonn, Bonn, Germany
| | - Nina Wetzig
- Institute for Functional Gene Analytics, Bonn-Rhein-Sieg University of Applied Sciences, Sankt Augustin, Germany
| | - Ralf Thiele
- Institute for Functional Gene Analytics, Bonn-Rhein-Sieg University of Applied Sciences, Sankt Augustin, Germany
| | - Martin Sieber
- Institute for Functional Gene Analytics, Bonn-Rhein-Sieg University of Applied Sciences, Sankt Augustin, Germany
| | - Lucia A Otten
- Department of Gynecology and Gynecological Oncology, University Hospital Bonn, Bonn, Germany
| | - Leonie K Warwas
- Department of Gynecology and Gynecological Oncology, University Hospital Bonn, Bonn, Germany
| | - Achim Hoerauf
- Institute of Medical Microbiology, Immunology and Parasitology, University Hospital Bonn, Bonn, Germany
| | - Alexander Mustea
- Department of Gynecology and Gynecological Oncology, University Hospital Bonn, Bonn, Germany
| | - Marijo Parčina
- Institute of Medical Microbiology, Immunology and Parasitology, University Hospital Bonn, Bonn, Germany
| |
Collapse
|
19
|
Banks M, Amirghasemi F, Mitchell E, Mousavi MPS. Home-Based Electrochemical Rapid Sensor (HERS): A Diagnostic Tool for Bacterial Vaginosis. SENSORS (BASEL, SWITZERLAND) 2023; 23:1891. [PMID: 36850490 PMCID: PMC9964842 DOI: 10.3390/s23041891] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/04/2023] [Revised: 02/03/2023] [Accepted: 02/04/2023] [Indexed: 06/18/2023]
Abstract
Bacterial vaginosis (BV) is the most frequently occurring vaginal infection worldwide, yet it remains significantly underdiagnosed as a majority of patients are asymptomatic. Untreated BV poses a serious threat as it increases one's risk of STI acquisition, pregnancy complications, and infertility. We aim to minimize these risks by creating a low-cost disposable sensor for at-home BV diagnosis. A clinical diagnosis of BV is most commonly made according to the Amsel criteria. In this method, a fish-like odor, caused by increased levels of trimethylamine (TMA) in vaginal fluid, is used as a key diagnostic. This paper outlines the development of a Home-Based Electrochemical Rapid Sensor (HERS), capable of detecting TMA in simulated vaginal fluid (sVF). Instead of odor-based detection of volatilized TMA, we identify TMA in trimethylammonium form by utilizing HERS and a potentiometric readout. We fabricated the ion selective electrode using a carbon-black-coated cotton string and a TMA-selective membrane consisting of calix[4]arene and sodium tetrakis[3,5-bis(trifluoromethyl)phenyl]borate. When paired with a standard reference electrode, our device was able to quantify TMA concentration in deionized (DI) water, as well as sVF samples at multiple pH levels with a clinically relevant limit of detection (8.66 µM, and theoretically expected Nernstian slope of 55.14 mV/decade).
Collapse
Affiliation(s)
- Melissa Banks
- Alfred E. Mann Department of Biomedical Engineering, Viterbi School of Engineering, University of Southern California, Los Angeles, CA 90033, USA
| | - Farbod Amirghasemi
- Alfred E. Mann Department of Biomedical Engineering, Viterbi School of Engineering, University of Southern California, Los Angeles, CA 90033, USA
| | - Evelyn Mitchell
- Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USA
| | - Maral P. S. Mousavi
- Alfred E. Mann Department of Biomedical Engineering, Viterbi School of Engineering, University of Southern California, Los Angeles, CA 90033, USA
| |
Collapse
|
20
|
Mabugana MC, Dias BDC, Muller EE, Kufa T, Gumede L, Mahlangu MP, Maseko DV, Kularatne RS. The evaluation of the Allplex™ BV molecular assay for the diagnosis of bacterial vaginosis in symptomatic South African females. Diagn Microbiol Infect Dis 2023; 106:115924. [PMID: 37030281 DOI: 10.1016/j.diagmicrobio.2023.115924] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2022] [Revised: 02/06/2023] [Accepted: 02/16/2023] [Indexed: 02/24/2023]
Abstract
Bacterial vaginosis (BV) is a dysbiosis of vaginal microbiota characterized by a shift from Lactobacillus species predomination to a heterogeneous mixture of anaerobes. We compared the performance characteristics of the Allplex ™ BV molecular assay with the reference test, Nugent score microscopy, for vaginal swab specimens from symptomatic South African women. A total of 213 patients were enrolled, of whom 99 (46.5%) and 132 (62.0%) were diagnosed with BV by Nugent and Allplex™, respectively. The Allplex™ BV assay displayed a sensitivity of 94.9% (95% CI, 88.7%-97.8%) and a specificity of 66.7% (95% CI, 57.6%-74.6%), with an agreement of 79.8% (95% CI, 73.9%-84.7%) (κ = 0.60). Assay design may be enhanced for improved specificity by accounting for differences in healthy and BV-associated vaginal microbiomes among women of different ethnicities.
Collapse
|
21
|
The Vaginal Microbiome in Health and Disease-What Role Do Common Intimate Hygiene Practices Play? Microorganisms 2023; 11:microorganisms11020298. [PMID: 36838262 PMCID: PMC9959050 DOI: 10.3390/microorganisms11020298] [Citation(s) in RCA: 33] [Impact Index Per Article: 16.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2022] [Revised: 01/17/2023] [Accepted: 01/17/2023] [Indexed: 01/25/2023] Open
Abstract
The vaginal microbiome is a dynamic, sensitive microenvironment. The hallmark of a 'healthy' vaginal microbiome is currently believed to be one dominated by Lactobacillus spp., which acidifies the vaginal environment and help to protect against invading pathogens. However, a 'normal' microbiome is often difficult, if not impossible, to characterise given that it varies in response to numerous variables, including pregnancy, the menstrual cycle, contraceptive use, diet, ethnicity, and stress. A Lactobacillus-depleted microbiome has been linked to a variety of adverse vaginal health outcomes, including preterm birth (PTB), bacterial vaginosis (BV), and increased risk of sexually transmitted infections. The latter two of these have also been associated with feminine intimate hygiene practices, many of which are practised without any evidence of health benefits. The most extensively studied practice is vaginal douching, which is known to cause vaginal dysbiosis, predisposing women to BV, pelvic inflammatory disease, and PTB. However, little is known of the impact that intimate hygiene practices and associated products have on the vaginal microbiome. This review aims to outline the major factors influencing the vaginal microbiome and common vaginal infections, as well as to summarise current research surrounding the impact of hygiene products and practices on the vaginal microbiome.
Collapse
|
22
|
Zhu B, Tao Z, Edupuganti L, Serrano MG, Buck GA. Roles of the Microbiota of the Female Reproductive Tract in Gynecological and Reproductive Health. Microbiol Mol Biol Rev 2022; 86:e0018121. [PMID: 36222685 PMCID: PMC9769908 DOI: 10.1128/mmbr.00181-21] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023] Open
Abstract
The microbiome of the female reproductive tract defies the convention that high biodiversity is a hallmark of an optimal ecosystem. Although not universally true, a homogeneous vaginal microbiome composed of species of Lactobacillus is generally associated with health, whereas vaginal microbiomes consisting of other taxa are generally associated with dysbiosis and a higher risk of disease. The past decade has seen a rapid advancement in our understanding of these unique biosystems. Of particular interest, substantial effort has been devoted to deciphering how members of the microbiome of the female reproductive tract impact pregnancy, with a focus on adverse outcomes, including but not limited to preterm birth. Herein, we review recent research efforts that are revealing the mechanisms by which these microorganisms of the female reproductive tract influence gynecologic and reproductive health of the female reproductive tract.
Collapse
Affiliation(s)
- Bin Zhu
- Microbiology & Immunology, School of Medicine, Virginia Commonwealth University, Richmond, Virginia, USA
- Center for Microbiome Engineering and Data Analysis, Virginia Commonwealth University, Richmond, Virginia, USA
| | - Zhi Tao
- Microbiology & Immunology, School of Medicine, Virginia Commonwealth University, Richmond, Virginia, USA
- Center for Microbiome Engineering and Data Analysis, Virginia Commonwealth University, Richmond, Virginia, USA
- Department of Obstetrics and Gynecology, Beijing Tsinghua Changgung Hospital, School of Clinical Medicine, Tsinghua University, Beijing, People’s Republic of China
| | - Laahirie Edupuganti
- Microbiology & Immunology, School of Medicine, Virginia Commonwealth University, Richmond, Virginia, USA
- Center for Microbiome Engineering and Data Analysis, Virginia Commonwealth University, Richmond, Virginia, USA
| | - Myrna G. Serrano
- Microbiology & Immunology, School of Medicine, Virginia Commonwealth University, Richmond, Virginia, USA
- Center for Microbiome Engineering and Data Analysis, Virginia Commonwealth University, Richmond, Virginia, USA
| | - Gregory A. Buck
- Microbiology & Immunology, School of Medicine, Virginia Commonwealth University, Richmond, Virginia, USA
- Center for Microbiome Engineering and Data Analysis, Virginia Commonwealth University, Richmond, Virginia, USA
- Computer Science, School of Engineering, Virginia Commonwealth University, Richmond, Virginia, USA
| |
Collapse
|
23
|
Common Microbial Genital Infections and Their Impact on the Innate Immune Response to HPV in Cervical Cells. Pathogens 2022; 11:pathogens11111361. [DOI: 10.3390/pathogens11111361] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2022] [Revised: 11/10/2022] [Accepted: 11/14/2022] [Indexed: 11/17/2022] Open
Abstract
The persistence of high-risk (HR) human papillomavirus (HPV) genotypes is a prerequisite of cervical cancer. It is not clear whether and how bacterial vaginosis (BV) and sexually transmitted infections (STIs) cause higher rates of persistent HPV infection. This study aimed to characterize mucosal innate immunity to HPV, comparing different conditions. Specifically, expression levels of genes coding for Toll-like receptors (TLR)7 and 9, several type III Interferon-related genes (IFNL1, 2, 3, their specific receptor subunit IFNLR1, and the IFN-stimulated gene ISG15). Chemokines CCL5 and CCL20 were measured in cervical cells positive, or not, for HPV, BV, and STIs. HPV DNA was detected in 51/120 (42.5%) enrolled women, two/third were HR-HPV genotypes. More than 50% of samples were BV- and/or STI-positive. HPV-positive women had BV, but not other STIs, more frequently than the HPV-negative. TLR9 and IFNL1 mRNAs were expressed in the LR, but much less in the HR HPV infection. Enhanced levels of TLR9, TLR7, IFNL2, and IFNLR1 were observed in HPV-positive women with BV and STI. TLR9-increased expression was associated with HPV persistence in previous studies; hence, bacterial coinfections may enhance this risk. Prospective measurements of type III IFNs and IFNLR1 are warranted to evaluate whether this response may act as a double-edged sword in infected epithelia.
Collapse
|
24
|
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: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [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
|
25
|
Pawley DC, Dikici E, Deo SK, Raccamarich P, Fischl MA, Alcaide M, Daunert S. Rapid Point-of-Care Test Kit for Bacterial Vaginosis: Detection of Vaginolysin and Clue Cells Using Paper Strips and a Smartphone. Anal Chem 2022; 94:11619-11626. [PMID: 35943181 DOI: 10.1021/acs.analchem.2c02094] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
There is an unmet need for a point-of-care test that is accurate, affordable, and simple to diagnose bacterial vaginosis, the most common cause of vaginal symptoms among women. Bacterial vaginosis leaves patients with undesirable vaginal discharge, malodor, and discomfort. Currently, the diagnosis of bacterial vaginosis is inaccurate and complex, leading to high rates of misdiagnosis. Inaccurate diagnoses are unsafe as bacterial vaginosis increases the risks of acquiring sexually transmitted infections as well as the likelihood of miscarriages. To date, the most commonly identified bacteria associated with bacterial vaginosis is Gardnerella vaginalis. We developed a method for the expression, purification, and detection of vaginolysin, the most well-characterized virulence factor of G. vaginalis. Elevated levels of G. vaginalis have been shown to lead to a toxic vaginal environment, facilitating bacterial vaginosis. We have developed an enzyme-linked immunosorbent assay for the detection of vaginolysin, which was translated to a lateral flow assay for use in a rapid, straightforward, cost-effective paper-based diagnostic test for vaginolysin that does not require the use of instrumentation. In conjunction, we have employed a commercially available smartphone microscopy kit to visualize clue cells without the need for equipment or electricity. The combination of these methodologies allows for an accurate and easy approach to diagnose bacterial vaginosis with minimal resources for use in any setting.
Collapse
Affiliation(s)
- Devon C Pawley
- Department of Biochemistry and Molecular Biology, Miller School of Medicine, University of Miami, Miami, Florida 33136, United States.,Dr. JT Macdonald Foundation Biomedical Nanotechnology Institute of the University of Miami, Miami, Florida 33136, United States
| | - Emre Dikici
- Department of Biochemistry and Molecular Biology, Miller School of Medicine, University of Miami, Miami, Florida 33136, United States.,Dr. JT Macdonald Foundation Biomedical Nanotechnology Institute of the University of Miami, Miami, Florida 33136, United States
| | - Sapna K Deo
- Department of Biochemistry and Molecular Biology, Miller School of Medicine, University of Miami, Miami, Florida 33136, United States.,Dr. JT Macdonald Foundation Biomedical Nanotechnology Institute of the University of Miami, Miami, Florida 33136, United States
| | - Patricia Raccamarich
- Division of Infectious Diseases, Miller School of Medicine, University of Miami, Miami, Florida 33136, United States
| | - Margaret A Fischl
- Division of Infectious Diseases, Miller School of Medicine, University of Miami, Miami, Florida 33136, United States
| | - Maria Alcaide
- Division of Infectious Diseases, Miller School of Medicine, University of Miami, Miami, Florida 33136, United States
| | - Sylvia Daunert
- Department of Biochemistry and Molecular Biology, Miller School of Medicine, University of Miami, Miami, Florida 33136, United States.,Dr. JT Macdonald Foundation Biomedical Nanotechnology Institute of the University of Miami, Miami, Florida 33136, United States.,University of Miami Clinical and Translational Science Institute, Miller School of Medicine, University of Miami, Miami, Florida 33136, United States
| |
Collapse
|
26
|
Happel AU, Sivro A, Liebenberg L, Passmore JA, Mitchell CM. Considerations for Choosing Soluble Immune Markers to Determine Safety of Novel Vaginal Products. FRONTIERS IN REPRODUCTIVE HEALTH 2022; 4:899277. [PMID: 36303630 PMCID: PMC9580790 DOI: 10.3389/frph.2022.899277] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2022] [Accepted: 04/11/2022] [Indexed: 11/29/2022] Open
Abstract
Several soluble cytokines have been associated with microbicide-induced cervicovaginal inflammation, non-optimal vaginal microbiota, and risk of HIV acquisition. Many of these biomarkers are used in preclinical assays to estimate the safety of vaginally applied products. However, there are currently no validated biomarkers to evaluate the safety of novel vaginal products in clinical trials. This hinders the rapid and rational selection of novel products being tested in first-in-human trials. We reviewed available literature to assess how best to select and measure soluble immune markers to determine product safety in first in human clinical trials of novel vaginal products.
Collapse
Affiliation(s)
- Anna-Ursula Happel
- Department of Pathology, Institute of Infectious Disease and Molecular Medicine, University of Cape Town, Cape Town, South Africa
| | - Aida Sivro
- Centre for the AIDS Programme of Research in South Africa (CAPRISA), Durban, South Africa
- Department of Medical Microbiology, University of KwaZulu-Natal, Durban, South Africa
| | - Lenine Liebenberg
- Centre for the AIDS Programme of Research in South Africa (CAPRISA), Durban, South Africa
- Department of Medical Microbiology, University of KwaZulu-Natal, Durban, South Africa
| | - Jo Ann Passmore
- Department of Pathology, Institute of Infectious Disease and Molecular Medicine, University of Cape Town, Cape Town, South Africa
- Centre for the AIDS Programme of Research in South Africa (CAPRISA), Durban, South Africa
- National Health Laboratory Service, Cape Town, South Africa
| | - Caroline M. Mitchell
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA, United States
- Harvard Medical School, Boston, MA, United States
- Department of Obstetrics and Gynecology, Massachusetts General Hospital, Boston, MA, United States
- *Correspondence: Caroline M. Mitchell
| |
Collapse
|
27
|
Moore KR, Harmon QE, Zhao S, Taylor BD, Baird DD. Bacterial Vaginosis and Prospective Ultrasound Measures of Uterine Fibroid Incidence and Growth. Epidemiology 2022; 33:415-421. [PMID: 35067565 PMCID: PMC10029099 DOI: 10.1097/ede.0000000000001463] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
BACKGROUND Uterine fibroids often cause intolerable symptoms leading to invasive treatments, most commonly hysterectomy. Reproductive tract infections are hypothesized to influence uterine fibroid development, but few studies exist, especially for the highly prevalent condition bacterial vaginosis (BV). Both fibroids and BV have documented racial-ethnic disparities, with higher burden in Blacks. METHODS With prospective data from a community-based study (four standardized ultrasound examinations over 5 years) in young Black women, we examined baseline BV associations with fibroid incidence and growth. We computed adjusted hazard ratios (aHRs) and 95% confidence intervals (CIs) for incidence comparing BV and no BV (Nugent score ≥7 vs. <7) using Cox proportional hazards models among 1027 women fibroid-free at baseline. Fibroid growth associations were based on linear mixed models estimating volume change between ultrasounds indexed to 18 months. We then expressed BV association as estimated percent difference in growth per 18 months, comparing exposed and unexposed. RESULTS There were n = 247 incident fibroids and 1181 growth measures; average fibroid growth per 18 months was a 78% (95% CI: 69 to 87) increase in volume. BV prevalence was 51% and not associated with fibroid incidence (aHR: 1.0, 95% CI: 0.80 to 1.4) or growth (estimated % difference in growth, -3% (95% CI: -12 to 6). CONCLUSIONS In this first study (to our knowledge) of ultrasound-monitored fibroid development and Nugent-assessed BV, we found no evidence to support the hypothesis that BV increased risk of fibroid incidence or growth or BV's role in the high burden of fibroids in Black women.
Collapse
Affiliation(s)
- Kristen R. Moore
- Epidemiology Branch A3-05, National Institute of Environmental Health Sciences, Research Triangle Park, NC 27709, USA
| | - Quaker E. Harmon
- Epidemiology Branch A3-05, National Institute of Environmental Health Sciences, Research Triangle Park, NC 27709, USA
| | - Shanshan Zhao
- Biostatistics Branch, A3-05, National Institute of Environmental Health Sciences, Research Triangle Park, NC 27709, USA
| | - Brandie D. Taylor
- Department of Epidemiology and Biostatistics, College of Public Health, Temple University, Philadelphia, Pennsylvania; Current address: Department of Obstetrics and Gynecology Division of Basic and Translational Research, University of Texas Medical Branch MRB 11.138A, 301 University BLVD. Galveston TX, 77555
| | - Donna D. Baird
- Epidemiology Branch A3-05, National Institute of Environmental Health Sciences, Research Triangle Park, NC 27709, USA
| |
Collapse
|
28
|
Werneburg GT, Lundy SD, Bajic P. The Microbiome and Sexual Health. J Sex Med 2022; 19:1600-1603. [DOI: 10.1016/j.jsxm.2022.04.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2022] [Revised: 04/27/2022] [Accepted: 04/27/2022] [Indexed: 10/18/2022]
|
29
|
Hou K, Wu ZX, Chen XY, Wang JQ, Zhang D, Xiao C, Zhu D, Koya JB, Wei L, Li J, Chen ZS. Microbiota in health and diseases. Signal Transduct Target Ther 2022; 7:135. [PMID: 35461318 PMCID: PMC9034083 DOI: 10.1038/s41392-022-00974-4] [Citation(s) in RCA: 949] [Impact Index Per Article: 316.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2021] [Revised: 03/11/2022] [Accepted: 03/15/2022] [Indexed: 02/07/2023] Open
Abstract
The role of microbiota in health and diseases is being highlighted by numerous studies since its discovery. Depending on the localized regions, microbiota can be classified into gut, oral, respiratory, and skin microbiota. The microbial communities are in symbiosis with the host, contributing to homeostasis and regulating immune function. However, microbiota dysbiosis can lead to dysregulation of bodily functions and diseases including cardiovascular diseases (CVDs), cancers, respiratory diseases, etc. In this review, we discuss the current knowledge of how microbiota links to host health or pathogenesis. We first summarize the research of microbiota in healthy conditions, including the gut-brain axis, colonization resistance and immune modulation. Then, we highlight the pathogenesis of microbiota dysbiosis in disease development and progression, primarily associated with dysregulation of community composition, modulation of host immune response, and induction of chronic inflammation. Finally, we introduce the clinical approaches that utilize microbiota for disease treatment, such as microbiota modulation and fecal microbial transplantation.
Collapse
Affiliation(s)
- Kaijian Hou
- Department of Endocrine and Metabolic Diseases, Longhu Hospital, The First Affiliated Hospital of Medical College of Shantou University, Shantou, Guangdong, 515000, China
| | - Zhuo-Xun Wu
- Department of Pharmaceutical Sciences, Institute for Biotechnology, College of Pharmacy and Health Sciences, St. John's University, Queens, NY, 11439, USA
| | - Xuan-Yu Chen
- Department of Pharmaceutical Sciences, Institute for Biotechnology, College of Pharmacy and Health Sciences, St. John's University, Queens, NY, 11439, USA
| | - Jing-Quan Wang
- Department of Pharmaceutical Sciences, Institute for Biotechnology, College of Pharmacy and Health Sciences, St. John's University, Queens, NY, 11439, USA
| | - Dongya Zhang
- Microbiome Research Center, Moon (Guangzhou) Biotech Ltd, Guangzhou, 510535, China
| | - Chuanxing Xiao
- Department of Endocrine and Metabolic Diseases, Longhu Hospital, The First Affiliated Hospital of Medical College of Shantou University, Shantou, Guangdong, 515000, China
| | - Dan Zhu
- Department of Endocrine and Metabolic Diseases, Longhu Hospital, The First Affiliated Hospital of Medical College of Shantou University, Shantou, Guangdong, 515000, China
| | - Jagadish B Koya
- Department of Pharmaceutical Sciences, Institute for Biotechnology, College of Pharmacy and Health Sciences, St. John's University, Queens, NY, 11439, USA
| | - Liuya Wei
- School of Pharmacy, Weifang Medical University, Weifang, Shandong, 261053, China
| | - Jilin Li
- Department of Cardiovascular, The Second Affiliated Hospital of Medical College of Shantou University, Shantou, Guangdong, 515000, China
| | - Zhe-Sheng Chen
- Department of Pharmaceutical Sciences, Institute for Biotechnology, College of Pharmacy and Health Sciences, St. John's University, Queens, NY, 11439, USA
| |
Collapse
|
30
|
Lehtoranta L, Ala-Jaakkola R, Laitila A, Maukonen J. Healthy Vaginal Microbiota and Influence of Probiotics Across the Female Life Span. Front Microbiol 2022; 13:819958. [PMID: 35464937 PMCID: PMC9024219 DOI: 10.3389/fmicb.2022.819958] [Citation(s) in RCA: 41] [Impact Index Per Article: 13.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2021] [Accepted: 02/22/2022] [Indexed: 12/18/2022] Open
Abstract
Vaginal microbiota plays a central role in women's health and reproduction. Vaginal microbiota is dynamic and shaped by hormonal shifts in each stage of a woman's life from pre-puberty to postmenopause. Current research has mainly focused on vaginal bacterial and fungal members of the community and emphasized their role in disease. However, the impact of balanced vaginal microbiota on health and its interaction with the host is yet poorly understood. High abundance of vaginal lactobacilli is most strongly associated with health, but the concept of health may vary as vaginal dysbiosis may be asymptomatic. Furthermore, there is a lot of variation between ethnic groups in terms of dominating vaginal bacteria. Probiotic lactobacilli could be a safe and natural means to balance and maintain healthy vaginal microbiota. Research evidence is accumulating on their role in supporting women's health throughout life. This review describes the current literature on vaginal microbiota, the major factors affecting its composition, and how the communities change in different life stages. Furthermore, we focused on reviewing available literature on probiotics and their impact on vaginal microbiota and health.
Collapse
|
31
|
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: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [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
| | - 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
|
32
|
Towards a deeper understanding of the vaginal microbiota. Nat Microbiol 2022; 7:367-378. [PMID: 35246662 DOI: 10.1038/s41564-022-01083-2] [Citation(s) in RCA: 121] [Impact Index Per Article: 40.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2021] [Accepted: 02/03/2022] [Indexed: 12/30/2022]
Abstract
The human vaginal microbiota is a critical determinant of vaginal health. These communities live in close association with the vaginal epithelium and rely on host tissues for resources. Although often dominated by lactobacilli, the vaginal microbiota is also frequently composed of a collection of facultative and obligate anaerobes. The prevalence of these communities with a paucity of Lactobacillus species varies among women, and epidemiological studies have associated them with an increased risk of adverse health outcomes. The mechanisms that drive these associations have yet to be described in detail, with few studies establishing causative relationships. Here, we review our current understanding of the vaginal microbiota and its connection with host health. We centre our discussion around the biology of the vaginal microbiota when Lactobacillus species are dominant versus when they are not, including host factors that are implicated in shaping these microbial communities and the resulting adverse health outcomes. We discuss current approaches to modulate the vaginal microbiota, including probiotics and vaginal microbiome transplants, and argue that new model systems of the cervicovaginal environment that incorporate the vaginal microbiota are needed to progress from association to mechanism and this will prove invaluable for future research.
Collapse
|
33
|
Lebeau A, Bruyere D, Roncarati P, Peixoto P, Hervouet E, Cobraiville G, Taminiau B, Masson M, Gallego C, Mazzucchelli G, Smargiasso N, Fleron M, Baiwir D, Hendrick E, Pilard C, Lerho T, Reynders C, Ancion M, Greimers R, Twizere JC, Daube G, Schlecht-Louf G, Bachelerie F, Combes JD, Melin P, Fillet M, Delvenne P, Hubert P, Herfs M. HPV infection alters vaginal microbiome through down-regulating host mucosal innate peptides used by Lactobacilli as amino acid sources. Nat Commun 2022; 13:1076. [PMID: 35228537 PMCID: PMC8885657 DOI: 10.1038/s41467-022-28724-8] [Citation(s) in RCA: 57] [Impact Index Per Article: 19.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2020] [Accepted: 02/03/2022] [Indexed: 02/06/2023] Open
Abstract
Despite the high prevalence of both cervico-vaginal human papillomavirus (HPV) infection and bacterial vaginosis (BV) worldwide, their causal relationship remains unclear. While BV has been presumed to be a risk factor for HPV acquisition and related carcinogenesis for a long time, here, supported by both a large retrospective follow-up study (n = 6,085) and extensive in vivo data using the K14-HPV16 transgenic mouse model, we report a novel blueprint in which the opposite association also exists. Mechanistically, by interacting with several core members (NEMO, CK1 and β-TrCP) of both NF-κB and Wnt/β-catenin signaling pathways, we show that HPV E7 oncoprotein greatly inhibits host defense peptide expression. Physiologically secreted by the squamous mucosa lining the lower female genital tract, we demonstrate that some of these latter are fundamental factors governing host-microbial interactions. More specifically, several innate molecules down-regulated in case of HPV infection are hydrolyzed, internalized and used by the predominant Lactobacillus species as amino acid source sustaining their growth/survival. Collectively, this study reveals a new viral immune evasion strategy which, by its persistent/negative impact on lactic acid bacteria, ultimately causes the dysbiosis of vaginal microbiota.
Collapse
Affiliation(s)
- Alizee Lebeau
- Laboratory of Experimental Pathology, GIGA-Cancer, University of Liege, Liege, Belgium
| | - Diane Bruyere
- Laboratory of Experimental Pathology, GIGA-Cancer, University of Liege, Liege, Belgium
| | - Patrick Roncarati
- Laboratory of Experimental Pathology, GIGA-Cancer, University of Liege, Liege, Belgium
| | - Paul Peixoto
- INSERM, EFS BFC, UMR 1098, Interactions Hôte-Greffon-Tumeur/Ingénierie Cellulaire et Génique, University of Bourgogne Franche-Comté, Besançon, France
- EPIGENEXP platform, University of Bourgogne Franche-Comté, Besançon, France
| | - Eric Hervouet
- INSERM, EFS BFC, UMR 1098, Interactions Hôte-Greffon-Tumeur/Ingénierie Cellulaire et Génique, University of Bourgogne Franche-Comté, Besançon, France
- EPIGENEXP platform, University of Bourgogne Franche-Comté, Besançon, France
| | - Gael Cobraiville
- Laboratory for the Analysis of Medicines, Center for Interdisciplinary Research on Medicines (CIRM), University of Liege, Liege, Belgium
| | - Bernard Taminiau
- Department of Food Sciences-Microbiology, Fundamental and Applied Research for Animals and Health (FARAH), Faculty of Veterinary Medicine, University of Liege, Liege, Belgium
| | - Murielle Masson
- Ecole Supérieure de Biotechnologie Strasbourg, UMR 7242, CNRS, University of Strasbourg, Illkirch, France
| | - Carmen Gallego
- INSERM UMR 996, Inflammation Microbiome and Immunosurveillance, University of Paris-Saclay, Clamart, France
| | - Gabriel Mazzucchelli
- Laboratory of Mass Spectrometry, Department of Chemistry, University of Liege, Liege, Belgium
| | - Nicolas Smargiasso
- Laboratory of Mass Spectrometry, Department of Chemistry, University of Liege, Liege, Belgium
| | - Maximilien Fleron
- Laboratory of Mass Spectrometry, Department of Chemistry, University of Liege, Liege, Belgium
- GIGA Proteomic Facility, University of Liege, Liege, Belgium
| | - Dominique Baiwir
- Laboratory of Mass Spectrometry, Department of Chemistry, University of Liege, Liege, Belgium
- GIGA Proteomic Facility, University of Liege, Liege, Belgium
| | - Elodie Hendrick
- Laboratory of Experimental Pathology, GIGA-Cancer, University of Liege, Liege, Belgium
| | - Charlotte Pilard
- Laboratory of Experimental Pathology, GIGA-Cancer, University of Liege, Liege, Belgium
| | - Thomas Lerho
- Laboratory of Experimental Pathology, GIGA-Cancer, University of Liege, Liege, Belgium
| | - Celia Reynders
- Laboratory of Experimental Pathology, GIGA-Cancer, University of Liege, Liege, Belgium
| | - Marie Ancion
- Laboratory of Experimental Pathology, GIGA-Cancer, University of Liege, Liege, Belgium
| | - Roland Greimers
- Department of Pathology, University Hospital Center of Liege, Liege, Belgium
| | - Jean-Claude Twizere
- Laboratory of Signaling and Protein Interactions, GIGA-Molecular Biology of Diseases, University of Liege, Liege, Belgium
| | - Georges Daube
- Department of Food Sciences-Microbiology, Fundamental and Applied Research for Animals and Health (FARAH), Faculty of Veterinary Medicine, University of Liege, Liege, Belgium
| | - Geraldine Schlecht-Louf
- INSERM UMR 996, Inflammation Microbiome and Immunosurveillance, University of Paris-Saclay, Clamart, France
| | - Françoise Bachelerie
- INSERM UMR 996, Inflammation Microbiome and Immunosurveillance, University of Paris-Saclay, Clamart, France
| | - Jean-Damien Combes
- Infections and Cancer Epidemiology Group, International Agency for Research on Cancer, World Health Organization, Lyon, France
| | - Pierrette Melin
- Department of Clinical Microbiology, University Hospital Center of Liege, Liege, Belgium
| | - Marianne Fillet
- Laboratory for the Analysis of Medicines, Center for Interdisciplinary Research on Medicines (CIRM), University of Liege, Liege, Belgium
| | - Philippe Delvenne
- Laboratory of Experimental Pathology, GIGA-Cancer, University of Liege, Liege, Belgium
- Department of Pathology, University Hospital Center of Liege, Liege, Belgium
| | - Pascale Hubert
- Laboratory of Experimental Pathology, GIGA-Cancer, University of Liege, Liege, Belgium
| | - Michael Herfs
- Laboratory of Experimental Pathology, GIGA-Cancer, University of Liege, Liege, Belgium.
| |
Collapse
|
34
|
De Seta F, Lonnee-Hoffmann R, Campisciano G, Comar M, Verstraelen H, Vieira-Baptista P, Ventolini G, Lev-Sagie A. The Vaginal Microbiome: III. The Vaginal Microbiome in Various Urogenital Disorders. J Low Genit Tract Dis 2022; 26:85-92. [PMID: 34928258 PMCID: PMC8719503 DOI: 10.1097/lgt.0000000000000645] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
OBJECTIVE This series of articles, titled The Vaginal Microbiome (VMB), written on behalf of the International Society for the Study of Vulvovaginal Disease, aims to summarize the recent findings and understanding of the vaginal bacterial microbiota, mainly regarding areas relevant to clinicians specializing in vulvovaginal disorders. MATERIALS AND METHODS A search of PubMed database was performed, using the search terms "vaginal microbiome" with "Candida," "vaginitis," "urinary microbiome," "recurrent urinary tract infections," "sexually transmitted infections," "human immunodeficiency virus," "human papillomavirus," "nonspecific vaginitis," "vulvodynia," and "vulvovaginal symptoms." Full article texts were reviewed. Reference lists were screened for additional articles. The third article in this series describes VMB in various urogenital disorders. RESULTS Variable patterns of the VMB are found in patients with vulvovaginal candidiasis, challenging the idea of a protective role of lactobacilli. Highly similar strains of health-associated commensal bacteria are shared in both the bladder and vagina of the same individual and may provide protection against urinary tract infections. Dysbiotic VMB increases the risk of urinary tract infection. Loss of vaginal lactic acid-producing bacteria combined with elevated pH, increase the risk for sexually transmitted infections, although the exact protective mechanisms of the VMB against sexually transmitted infections are still unknown. CONCLUSIONS The VMB may constitute a biological barrier to pathogenic microorganisms. When the predominance of lactobacilli community is disrupted, there is an increased risk for the acquisition of various vaginal pathogents. Longitudinal studies are needed to describe the association between the host, bacterial, and fungal components of the VMB.
Collapse
Affiliation(s)
- Francesco De Seta
- Institute for Maternal and Child Health “IRCCS Burlo Garofolo,” Trieste, Italy
- Department of Medicine, Surgery and Health Sciences, University of Trieste, Trieste, Italy
| | - Risa Lonnee-Hoffmann
- Department of Obstetrics and Gynecology, St Olavs University Hospital, Trondheim, Norway
- Institute for Clinical and Molecular Medicine, Norwegian University for Science and Technology, Trondheim, Norway
| | | | - Manola Comar
- Institute for Maternal and Child Health “IRCCS Burlo Garofolo,” Trieste, Italy
- Department of Medicine, Surgery and Health Sciences, University of Trieste, Trieste, Italy
| | - Hans Verstraelen
- Department of Obstetrics & Gynaecology, Ghent University Hospital, Ghent, Belgium
- Department of Human Structure and Repair, Ghent University, Ghent, Belgium
| | - Pedro Vieira-Baptista
- Hospital Lusíadas Porto, Porto, Portugal
- Lower Genital Tract Unit, Centro Hospitalar de São João, Porto, Portugal
- LAP, a Unilabs Company, Porto, Portugal
| | - Gary Ventolini
- Department of Obstetrics and Gynecology, Distinguish University Professor, School of Medicine, Texas Tech University Health Sciences Center, Permian Basin, Odessa, TX
| | - Ahinoam Lev-Sagie
- Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem, Israel
- Department of Obstetrics and Gynecology, Hadassah-Hebrew University Medical Center, Jerusalem, Israel
| |
Collapse
|
35
|
Krog MC, Madsen ME, Bliddal S, Bashir Z, Vexø LE, Hartwell D, Hugerth LW, Fransson E, Hamsten M, Boulund F, Wannerberger K, Engstrand L, Schuppe-Koistinen I, Nielsen HS. OUP accepted manuscript. Hum Reprod Open 2022; 2022:hoac015. [PMID: 35441092 PMCID: PMC9014536 DOI: 10.1093/hropen/hoac015] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2021] [Revised: 01/11/2022] [Indexed: 11/23/2022] Open
Abstract
STUDY QUESTION What is the microbiome profile across different body sites in relation to the normal menstrual cycle (with and without hormonal contraception), recurrent pregnancy loss (RPL) (before and during pregnancy, pregnancy loss or birth) and endometriosis (before, during and after surgery)? How do these profiles interact with genetics, environmental exposures, immunological and endocrine biomarkers? WHAT IS KNOWN ALREADY The microbiome is a key factor influencing human health and disease in areas as diverse as immune functioning, gastrointestinal disease and mental and metabolic disorders. There is mounting evidence to suggest that the reproductive microbiome may be influential in general and reproductive health, fertility and pregnancy outcomes. STUDY DESIGN, SIZE, DURATION This is a prospective, longitudinal, observational study using a systems biology approach in three cohorts totalling 920 participants. Since microbiome profiles by shot-gun sequencing have never been investigated in healthy controls during varying phases of the menstrual cycle, patients with RPL and patients with endometriosis, no formal sample size calculation can be performed. The study period is from 2017 to 2024 and allows for longitudinal profiling of study participants to enable deeper understanding of the role of the microbiome and of host–microbe interactions in reproductive health. PARTICIPANTS/MATERIALS, SETTING, METHODS Participants in each cohort are as follows: Part 1 MiMens—150 healthy women with or without hormonal contraception; Part 2 MiRPL—200 couples with RPL, 50 healthy couples with prior uncomplicated pregnancy and 150 newborns; Part 3 MiEndo—120 patients with endometriosis requiring surgery with or without hormonal treatment. Microbiome profiles from saliva, faeces, rectal mucosa, vaginal fluid and endometrium will be studied, as well as the Omics profile, endocrine disrupting chemicals and endocrine and immune factors in blood, hair, saliva and urine. Pregnancy loss products, seminal microbiome, HLA types, endometriotic tissue and genetic risk and comprehensive questionnaire data will also be studied, where appropriate. Correlations with mental and physical health will be evaluated. STUDY FUNDING/COMPETING INTEREST(S) This work is supported by funding from Ferring Pharmaceuticals ([#MiHSN01] to H.S.N., M.C.K., M.E.M., L.E.V., L.E., I.S.-K., F.B., L.W.H., E.F. and M.H.), Rigshospitalet’s Research Funds ([#E-22614-01 and #E-22614-02] to M.C.K. and [#E-22222-06] to S.B.), Niels and Desiree Yde’s Foundation (S.B., endocrine analyses [#2015-2784]), the Musikforlæggerne Agnes and Knut Mørk’s Foundation (S.B., endocrine and immune analyses [#35108-001]) and Oda and Hans Svenningsen’s Foundation ([#F-22614-08] to H.S.N.). Medical writing assistance with this manuscript was provided by Caroline Loat, PhD, and funded by Ferring Pharmaceuticals. H.S.N. reports personal fees from Ferring Pharmaceuticals, Merck Denmark A/S, Ibsa Nordic, Astra Zeneca and Cook Medical outside the submitted work. K.W. is a full-time employee of Ferring Pharmaceuticals. No other conflicts are reported. TRIAL REGISTRATION NUMBER N/A TRIAL REGISTRATION DATE N/A DATE OF FIRST PATIENT’S ENROLMENT N/A
Collapse
Affiliation(s)
- Maria Christine Krog
- Correspondence address. The Recurrent Pregnancy Loss Unit, The Fertility Clinic 4071, Rigshospitalet, Copenhagen University Hospital, Blegdamsvej 9, 2100 Copenhagen Ø, Denmark. E-mail:
| | | | - Sofie Bliddal
- The Department of Medical Endocrinology and Metabolism, Rigshospitalet, Copenhagen University Hospital, Copenhagen Ø, Denmark
- Institute for Inflammation Research, Center for Rheumatology and Spine Diseases, Rigshospitalet, Copenhagen University Hospital, Copenhagen Ø, Denmark
| | - Zahra Bashir
- The Recurrent Pregnancy Loss Unit, The Capital Region, The Fertility Clinic, Copenhagen University Hospitals Rigshospitalet and Hvidovre, Copenhagen, Denmark
- Department of Obstetrics and Gynecology, Slagelse Hospital, Slagelse, Denmark
| | - Laura Emilie Vexø
- The Recurrent Pregnancy Loss Unit, The Capital Region, The Fertility Clinic, Copenhagen University Hospitals Rigshospitalet and Hvidovre, Copenhagen, Denmark
- Department of Gynecology, The Endometriosis Unit, Rigshospitalet, Copenhagen University Hospital, Copenhagen Ø, Denmark
| | - Dorthe Hartwell
- Department of Gynecology, The Endometriosis Unit, Rigshospitalet, Copenhagen University Hospital, Copenhagen Ø, Denmark
| | - Luisa W Hugerth
- Centre for Translational Microbiome Research (CTMR), Department of Microbiology, Tumor and Cell Biology, Karolinska Institutet, Stockholm, Sweden
| | - Emma Fransson
- Centre for Translational Microbiome Research (CTMR), Department of Microbiology, Tumor and Cell Biology, Karolinska Institutet, Stockholm, Sweden
| | - Marica Hamsten
- Centre for Translational Microbiome Research (CTMR), Department of Microbiology, Tumor and Cell Biology, Karolinska Institutet, Stockholm, Sweden
| | - Fredrik Boulund
- Centre for Translational Microbiome Research (CTMR), Department of Microbiology, Tumor and Cell Biology, Karolinska Institutet, Stockholm, Sweden
| | | | - Lars Engstrand
- Centre for Translational Microbiome Research (CTMR), Department of Microbiology, Tumor and Cell Biology, Karolinska Institutet, Stockholm, Sweden
| | - Ina Schuppe-Koistinen
- Centre for Translational Microbiome Research (CTMR), Department of Microbiology, Tumor and Cell Biology, Karolinska Institutet, Stockholm, Sweden
| | - Henriette Svarre Nielsen
- The Recurrent Pregnancy Loss Unit, The Capital Region, The Fertility Clinic, Copenhagen University Hospitals Rigshospitalet and Hvidovre, Copenhagen, Denmark
- Department of Clinical Medicine, Copenhagen University, Copenhagen N, Denmark
- Department of Obstetrics and Gynecology, Copenhagen University Hospital, Hvidovre, Denmark
| |
Collapse
|
36
|
Łaniewski P, Herbst-Kralovetz MM. Bacterial vaginosis and health-associated bacteria modulate the immunometabolic landscape in 3D model of human cervix. NPJ Biofilms Microbiomes 2021; 7:88. [PMID: 34903740 PMCID: PMC8669023 DOI: 10.1038/s41522-021-00259-8] [Citation(s) in RCA: 52] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2021] [Accepted: 11/11/2021] [Indexed: 12/20/2022] Open
Abstract
Bacterial vaginosis (BV) is an enigmatic polymicrobial condition characterized by a depletion of health-associated Lactobacillus and an overgrowth of anaerobes. Importantly, BV is linked to adverse gynecologic and obstetric outcomes: an increased risk of sexually transmitted infections, preterm birth, and cancer. We hypothesized that members of the cervicovaginal microbiota distinctly contribute to immunometabolic changes in the human cervix, leading to these sequelae. Our 3D epithelial cell model that recapitulates the human cervical epithelium was infected with clinical isolates of cervicovaginal bacteria, alone or as a polymicrobial community. We used Lactobacillus crispatus as a representative health-associated commensal and four common BV-associated species: Gardnerella vaginalis, Prevotella bivia, Atopobium vaginae, and Sneathia amnii. The immunometabolic profiles of these microenvironments were analyzed using multiplex immunoassays and untargeted global metabolomics. A. vaginae and S. amnii exhibited the highest proinflammatory potential through induction of cytokines, iNOS, and oxidative stress-associated compounds. G. vaginalis, P. bivia, and S. amnii distinctly altered physicochemical barrier-related proteins and metabolites (mucins, sialic acid, polyamines), whereas L. crispatus produced an antimicrobial compound, phenyllactic acid. Alterations to the immunometabolic landscape correlate with symptoms and hallmarks of BV and connected BV with adverse women’s health outcomes. Overall, this study demonstrated that 3D cervical epithelial cell colonized with cervicovaginal microbiota faithfully reproduce the immunometabolic microenvironment previously observed in clinical studies and can successfully be used as a robust tool to evaluate host responses to commensal and pathogenic bacteria in the female reproductive tract.
Collapse
Affiliation(s)
- Paweł Łaniewski
- Department of Basic Medical Sciences, College of Medicine - Phoenix, University of Arizona, Phoenix, AZ, 85004, USA
| | - Melissa M Herbst-Kralovetz
- Department of Basic Medical Sciences, College of Medicine - Phoenix, University of Arizona, Phoenix, AZ, 85004, USA. .,Department of Obstetrics and Gynecology, College of Medicine - Phoenix, University of Arizona, Phoenix, AZ, 85004, USA.
| |
Collapse
|
37
|
Ladaycia A, Passirani C, Lepeltier E. Microbiota and nanoparticles: Description and interactions. Eur J Pharm Biopharm 2021; 169:220-240. [PMID: 34736984 DOI: 10.1016/j.ejpb.2021.10.015] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2021] [Revised: 10/12/2021] [Accepted: 10/26/2021] [Indexed: 12/15/2022]
Abstract
The healthy human body is inhabited with a large number of bacteria, forming natural flora. It is even estimated that for a human body, its amount of DNA is less important that its bacterial genetic material. This flora plays major roles in the sickness and health of the human body and any change in its composition may lead to different diseases. Nanoparticles are widely used in numerous fields: cosmetics, food, industry, and as drug delivery carrier in the medical field. Being included in these various applications, nanoparticles may interact with the human body at various levels and with different mechanisms. These interactions differ depending on the nanoparticle nature, its structure, its concentration and manifest in different ways on the microbiota, leading to its destabilization, its restoring or showing no toxic effect. Nanoparticles may also be used as a vehicle to regulate the microbiota or to treat some of its diseases.
Collapse
Affiliation(s)
- Abdallah Ladaycia
- Micro et Nanomédecines Translationnelles, MINT, UNIV Angers, UMR INSERM 1066, UMR CNRS 6021, Angers, France
| | - Catherine Passirani
- Micro et Nanomédecines Translationnelles, MINT, UNIV Angers, UMR INSERM 1066, UMR CNRS 6021, Angers, France
| | - Elise Lepeltier
- Micro et Nanomédecines Translationnelles, MINT, UNIV Angers, UMR INSERM 1066, UMR CNRS 6021, Angers, France.
| |
Collapse
|
38
|
Moore KR, Tomar M, Umbach DM, Gygax SE, Hilbert DW, Baird DD. Bacterial Vaginosis-Associated Bacteria and Uterine Fibroids: A Nested Case-Control Study. Sex Transm Dis 2021; 48:844-850. [PMID: 33993160 PMCID: PMC8516695 DOI: 10.1097/olq.0000000000001466] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
BACKGROUND Reproductive tract infections are hypothesized to influence uterine fibroid development, yet few studies have investigated the common condition of bacterial vaginosis (BV). The literature is currently limited to data using self-report of BV. METHODS We conducted a nested case-control study of 200 women (100 cases and 100 controls) from a large study of 23- to 35-year-old African American women, 1310 of whom were fibroid-free and prospectively followed up for 5 years to identify incident fibroids with standardized ultrasound examinations. We used quantitative polymerase chain reaction, an objective molecular method, to assess 9 BV-associated and 4 Lactobacillus species from vaginal swab specimens. We used hierarchical logistic regression to compute odds ratios and 95% confidence intervals to examine associations between bacterial species (both individually and grouped as (1) "optimal" Lactobacillus and (2) BV-associated species) with fibroid incidence and number. We also examined vaginal imbalance (quantitatively more BV-associated bacteria than optimal Lactobacilli). RESULTS Contrary to our hypothesis, we found no increase in fibroid incidence or number among women with more BV-associated bacteria. High imbalance (only BV-associated bacteria, no optimal Lactobacillus bacteria) was actually inversely associated with fibroid incidence (odds ratio, 0.38; 95% confidence interval, 0.17-0.81). CONCLUSIONS This is the first study of ultrasound-detected incident fibroids and molecular vaginal bacterial assessment. We found no evidence that BV-associated bacteria increase the risk of fibroid incidence or number.
Collapse
Affiliation(s)
- Kristen R. Moore
- Epidemiology Branch A3-05, National Institute of Environmental Health Sciences, Research Triangle Park, NC 27709, USA
| | - Meena Tomar
- Femeris Women’s Health Research Center, Medical Diagnostic Laboratories, A Division of Genesis Biotechnology Group, Hamilton, New Jersey, USA
| | - David M. Umbach
- Biostatics and Computational Biology Branch A3-05, National Institute of Environmental Health Sciences, Research Triangle Park, NC 27709, USA
| | - Scott E. Gygax
- Femeris Women’s Health Research Center, Medical Diagnostic Laboratories, A Division of Genesis Biotechnology Group, Hamilton, New Jersey, USA
- Current address: Department of Medical Laboratory Sciences and Biotechnology, Jefferson College of Health Professions, Thomas Jefferson University, 130 S. 9 St., Philadelphia, PA 19017, USA
| | - David W. Hilbert
- Femeris Women’s Health Research Center, Medical Diagnostic Laboratories, A Division of Genesis Biotechnology Group, Hamilton, New Jersey, USA
- Current address: Merck, 770 Sumneytown Pike, West Point, PA 19486
| | - Donna D. Baird
- Epidemiology Branch A3-05, National Institute of Environmental Health Sciences, Research Triangle Park, NC 27709, USA
| |
Collapse
|
39
|
Ssemaganda A, Cholette F, Perner M, Kambaran C, Adhiambo W, Wambugu PM, Gebrebrhan H, Lee A, Nuhu F, Mwatelah RS, Jahan N, Omole TE, Wanjiru T, Gitau A, Kimani J, McKinnon LR. Endocervical Regulatory T Cells Are Associated With Decreased Genital Inflammation and Lower HIV Target Cell Abundance. Front Immunol 2021; 12:726472. [PMID: 34630402 PMCID: PMC8495419 DOI: 10.3389/fimmu.2021.726472] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2021] [Accepted: 09/06/2021] [Indexed: 11/13/2022] Open
Abstract
Regulatory T cells (Tregs) play important roles in tissue homeostasis, but few studies have investigated tissue Tregs in the context of genital inflammation, HIV target cell density, and vaginal microbiota in humans. In women from Nairobi (n=64), the proportion of CD4+ CD25+ CD127low Tregs in the endocervix correlated with those in blood (r=0.31, p=0.01), with a higher Treg frequency observed in the endocervix (median 3.8 vs 2.0%, p<0.0001). Most Tregs expressed FOXP3 in both compartments, and CTLA-4 expression was higher on endocervical Tregs compared to blood (median 50.8 vs 6.0%, p<0.0001). More than half (34/62, 55%) of participants displayed a non-Lactobacillus dominant vaginal microbiota, which was not associated with endocervical Tregs or CD4+ T cell abundance. In a multivariable linear regression, endocervical Treg proportions were inversely associated with the number of elevated pro-inflammatory cytokines (p=0.03). Inverse Treg associations were also observed for specific cytokines including IL-1β, G-CSF, Eotaxin, IL-1RA, IL-8, and MIP-1 β. Higher endocervical Treg proportions were associated with lower abundance of endocervical CD4+ T cells (0.30 log10 CD4+ T cells per log10 Treg, p=0.00028), with a similar trend for Th17 cells (p=0.09). Selectively increasing endocervical Tregs may represent a pathway to reduce genital tract inflammation in women.
Collapse
Affiliation(s)
- Aloysious Ssemaganda
- Department of Medical Microbiology and Infectious Diseases, University of Manitoba, Winnipeg, MN, Canada
| | - Francois Cholette
- Department of Medical Microbiology and Infectious Diseases, University of Manitoba, Winnipeg, MN, Canada.,JC Wilt Infectious Diseases Research Centre, Public Health Agency of Canada, Winnipeg, MN, Canada
| | - Michelle Perner
- Department of Medical Microbiology and Infectious Diseases, University of Manitoba, Winnipeg, MN, Canada
| | - Cheli Kambaran
- Department of Medical Microbiology and Infectious Diseases, University of Manitoba, Winnipeg, MN, Canada
| | - Wendy Adhiambo
- Department of Medical Microbiology, University of Nairobi, Nairobi, Kenya
| | - Peter M Wambugu
- Department of Medical Microbiology, University of Nairobi, Nairobi, Kenya
| | - Henok Gebrebrhan
- Department of Medical Microbiology and Infectious Diseases, University of Manitoba, Winnipeg, MN, Canada
| | - Amy Lee
- Department of Medical Microbiology and Infectious Diseases, University of Manitoba, Winnipeg, MN, Canada
| | - Faisal Nuhu
- Department of Medical Microbiology and Infectious Diseases, University of Manitoba, Winnipeg, MN, Canada
| | - Ruth S Mwatelah
- Department of Medical Microbiology and Infectious Diseases, University of Manitoba, Winnipeg, MN, Canada
| | - Naima Jahan
- Department of Medical Microbiology and Infectious Diseases, University of Manitoba, Winnipeg, MN, Canada
| | - Tosin E Omole
- Department of Medical Microbiology and Infectious Diseases, University of Manitoba, Winnipeg, MN, Canada
| | - Tabitha Wanjiru
- Department of Medical Microbiology, University of Nairobi, Nairobi, Kenya
| | - Apollo Gitau
- Department of Medical Microbiology, University of Nairobi, Nairobi, Kenya
| | - Joshua Kimani
- Department of Medical Microbiology and Infectious Diseases, University of Manitoba, Winnipeg, MN, Canada.,Department of Medical Microbiology, University of Nairobi, Nairobi, Kenya
| | - Lyle R McKinnon
- Department of Medical Microbiology and Infectious Diseases, University of Manitoba, Winnipeg, MN, Canada.,JC Wilt Infectious Diseases Research Centre, Public Health Agency of Canada, Winnipeg, MN, Canada.,Centre for the AIDS Program of Research in South Africa (CAPRISA), Durban, South Africa
| |
Collapse
|
40
|
Wolf EA, Rettig HC, Lupatsii M, Schlüter B, Schäfer K, Friedrich D, Graspeuntner S, Rupp J. Culturomics Approaches Expand the Diagnostic Accuracy for Sexually Transmitted Infections. Int J Mol Sci 2021; 22:ijms221910815. [PMID: 34639153 PMCID: PMC8509341 DOI: 10.3390/ijms221910815] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2021] [Revised: 09/26/2021] [Accepted: 10/01/2021] [Indexed: 02/07/2023] Open
Abstract
Sexually transmitted infections (STIs) are a major health concern with clinical manifestations being acknowledged to cause severe reproductive impairment. Research in infectious diseases has been centered around the known major pathogens for decades. However, we have just begun to understand that the microbiota of the female genital tract is of particular importance for disease initiation, infection progression, and pathological outcome. Thus, we are now aware that many poorly described, partially not yet known, or cultured bacteria may pave the way for an infection and/or contribute to disease severity. While sequencing-based methods are an important step in diagnosing STIs, culture-based methods are still the gold-standard method in diagnostic routine, providing the opportunity to distinguish phenotypic traits of bacteria. However, current diagnostic culture routines suffer from several limitations reducing the content of information about vaginal microbiota. A detailed characterization of microbiota-associated factors is needed to assess the impact of single-bacterial isolates from the vaginal community on vaginal health and the containment of STIs. Here we provide current concepts to enable modern culture routines and create new ideas to improve diagnostic approaches with a conjunct usage of bioinformatics. We aim to enable scientists and physicians alike to overcome long-accepted limitations in culturing bacteria of interest to the human health. Eventually, this may improve the quality of culture-based diagnostics, facilitate a research interface, and lead to a broader understanding of the role of vaginal microbiota in reproductive health and STIs.
Collapse
Affiliation(s)
- Ellinor Anna Wolf
- Department of Infectious Diseases and Microbiology, University of Lübeck, 23538 Lübeck, Germany; (E.A.W.); (H.C.R.); (M.L.); (K.S.); (D.F.); (S.G.)
| | - Hannah Clara Rettig
- Department of Infectious Diseases and Microbiology, University of Lübeck, 23538 Lübeck, Germany; (E.A.W.); (H.C.R.); (M.L.); (K.S.); (D.F.); (S.G.)
| | - Mariia Lupatsii
- Department of Infectious Diseases and Microbiology, University of Lübeck, 23538 Lübeck, Germany; (E.A.W.); (H.C.R.); (M.L.); (K.S.); (D.F.); (S.G.)
| | - Britta Schlüter
- Department of Gynecology and Obstetrics, University Medical Center Schleswig-Holstein, 23538 Lübeck, Germany;
| | - Kathrin Schäfer
- Department of Infectious Diseases and Microbiology, University of Lübeck, 23538 Lübeck, Germany; (E.A.W.); (H.C.R.); (M.L.); (K.S.); (D.F.); (S.G.)
| | - Dirk Friedrich
- Department of Infectious Diseases and Microbiology, University of Lübeck, 23538 Lübeck, Germany; (E.A.W.); (H.C.R.); (M.L.); (K.S.); (D.F.); (S.G.)
| | - Simon Graspeuntner
- Department of Infectious Diseases and Microbiology, University of Lübeck, 23538 Lübeck, Germany; (E.A.W.); (H.C.R.); (M.L.); (K.S.); (D.F.); (S.G.)
- German Center for Infection Research (DZIF), Partner Site Hamburg-Lübeck-Borstel-Riems, 23538 Lübeck, Germany
| | - Jan Rupp
- Department of Infectious Diseases and Microbiology, University of Lübeck, 23538 Lübeck, Germany; (E.A.W.); (H.C.R.); (M.L.); (K.S.); (D.F.); (S.G.)
- German Center for Infection Research (DZIF), Partner Site Hamburg-Lübeck-Borstel-Riems, 23538 Lübeck, Germany
- Correspondence:
| |
Collapse
|
41
|
Naicker D, Ramsuran V, Naicker M, Dessai F, Giandhari J, Tinarwo P, Abbai N. Strong correlation between urine and vaginal swab samples for bacterial vaginosis. S Afr J Infect Dis 2021; 36:199. [PMID: 34485489 PMCID: PMC8377811 DOI: 10.4102/sajid.v36i1.199] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2020] [Accepted: 03/15/2021] [Indexed: 11/01/2022] Open
Abstract
Background Vaginal swabs have been traditionally used for the diagnosis of bacterial vaginosis (BV). Currently, there are limited studies that have investigated the use of other sample types other than vaginal swabs for the detection of BV from South African populations. This study investigated whether urine can be used for the detection of BV-associated microorganisms in South African pregnant women. Methods One-hundred self-collected vaginal swabs and urine samples were obtained from women presenting for antenatal care at King Edward VIII Hospital in Durban. The BD MAX™ vaginal panel assay was used for diagnosing BV and droplet digital polymerase chain reaction was used to quantify Gardnerella vaginalis, Prevotella bivia, Atopobium vaginae and Lactobacillus crispatus. The absolute counts were determined on the QX200 Droplet Reader (Bio-Rad) using the QuantaSoft Software. Data analysis was performed with statistical computing software called R, version 3.6.1. Results Median copy numbers obtained for G. vaginalis and P. bivia across urine and swabs in BV-positive samples were not significantly different (p = 0.134 and p = 0.652, respectively). This was confirmed by the correlation analysis that showed a good correlation between the two sample types (G. vaginalis [r = 0.63] and P. bivia [r = 0.50]). However, the data obtained for A. vaginae differed, and a weak correlation between urine and swabs was observed (r = 0.21). Bacterial vaginosis-negative samples had no significant difference in median copy numbers for L. crispatus across the urine and swabs (p = 0.062), and a good correlation between the sample types was noted (r = 0.71). Conclusion This study highlights the appropriateness of urine for the detection of microorganisms associated with BV.
Collapse
Affiliation(s)
- Deshanta Naicker
- School of Clinical Medicine Research Laboratory, Nelson R Mandela School of Medicine, University of KwaZulu-Natal, Durban, South Africa
| | - Veron Ramsuran
- KwaZulu-Natal Research and Innovation Sequencing Platform (KRISP), School of Laboratory Medicine and Medical Sciences, University of KwaZulu-Natal, Durban, South Africa.,Centre for the AIDS Programme of Research in South Africa (CAPRISA), University of KwaZulu-Natal, Durban, South Africa
| | - Meleshni Naicker
- School of Clinical Medicine Research Laboratory, Nelson R Mandela School of Medicine, University of KwaZulu-Natal, Durban, South Africa
| | - Fazana Dessai
- School of Clinical Medicine Research Laboratory, Nelson R Mandela School of Medicine, University of KwaZulu-Natal, Durban, South Africa
| | - Jennifer Giandhari
- KwaZulu-Natal Research and Innovation Sequencing Platform (KRISP), School of Laboratory Medicine and Medical Sciences, University of KwaZulu-Natal, Durban, South Africa
| | - Partson Tinarwo
- Department of Biostatistics, Nelson R Mandela School of Medicine, University of KwaZulu-Natal, Durban, South Africa
| | - Nathlee Abbai
- School of Clinical Medicine Research Laboratory, Nelson R Mandela School of Medicine, University of KwaZulu-Natal, Durban, South Africa
| |
Collapse
|
42
|
Wijesinghe VN, Farouk IA, Zabidi NZ, Puniyamurti A, Choo WS, Lal SK. Current vaccine approaches and emerging strategies against herpes simplex virus (HSV). Expert Rev Vaccines 2021; 20:1077-1096. [PMID: 34296960 DOI: 10.1080/14760584.2021.1960162] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
Introduction: Vaccine development for the disease caused by the herpes simplex virus (HSV) has been challenging over the years and is always in dire need of novel approaches for prevention and cure. To date, the HSV disease remains incurable and challenging to prevent. The disease is extremely widespread due to its high infection rate, resulting in millions of infection cases worldwide.Areas covered: This review first explains the diverse forms of HSV-related disease presentations and reports past vaccine history for the disease. Next, this review examines current and novel HSV vaccine approaches being studied and tested for efficacy and safety as well as vaccines in clinical trial phases I to III. Modern approaches to vaccine design using bioinformatics are described. Finally, we discuss measures to enhance new vaccine development pipelines for HSV.Expert opinion: Modernized approaches using in silico analysis and bioinformatics are emerging methods that exhibit potential for producing vaccines with enhanced targets and formulations. Although not yet fully established for HSV disease, we describe current studies using these approaches for HSV vaccine design to shed light on these methods. In addition, we provide up-to-date requirements of immunogenicity, adjuvant selection, and routes of administration.
Collapse
Affiliation(s)
| | - Isra Ahmad Farouk
- School of Science, Monash University, Bandar Sunway, Selangor, Malaysia
| | | | | | - Wee Sim Choo
- School of Science, Monash University, Bandar Sunway, Selangor, Malaysia
| | - Sunil Kumar Lal
- School of Science, Monash University, Bandar Sunway, Selangor, Malaysia.,Tropical Medicine & Biology Platform, Monash University, Bandar Sunway, Selangor, Malaysia
| |
Collapse
|
43
|
Lagenaur LA, Hemmerling A, Chiu C, Miller S, Lee PP, Cohen CR, Parks TP. Connecting the Dots: Translating the Vaginal Microbiome Into a Drug. J Infect Dis 2021; 223:S296-S306. [PMID: 33330916 PMCID: PMC8502429 DOI: 10.1093/infdis/jiaa676] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022] Open
Abstract
A Lactobacillus-dominated vaginal microbiota (VMB) has been associated with health and considered an important host defense mechanism against urogenital infections. Conversely, depletion of lactobacilli and increased microbial diversity, amplifies the risk of adverse gynecologic and obstetric outcomes. A common clinical condition that exemplifies dysbiosis is bacterial vaginosis (BV). BV is currently treated with antibiotics, but frequently recurs, due in part to persistent dysbiosis and failure of lactobacilli to repopulate the vagina. New treatment options are needed to address BV. The VMB is relatively simple and optimally dominated by one or several species of Lactobacillus. Lactobacillus crispatus is strongly associated with vaginal health and depleted in dysbiosis. Replenishing the dysbiotic VMB with protective L. crispatus CTV-05 is a promising approach to prevent recurrent infections and improve women's health. Here we discuss confirmation of this approach with the microbiome-based biologic drug, LACTIN-V (L. crispatus CTV-05), focusing on prevention of BV recurrence.
Collapse
Affiliation(s)
| | - Anke Hemmerling
- Department of Obstetrics, Gynecology, and Reproductive Sciences, University of California San Francisco, San Francisco, California, USA
| | - Charles Chiu
- Department of Laboratory Medicine, University of California San Francisco, San Francisco, California, USA
| | - Steve Miller
- Department of Laboratory Medicine, University of California San Francisco, San Francisco, California, USA
| | | | - Craig R Cohen
- Department of Obstetrics, Gynecology, and Reproductive Sciences, University of California San Francisco, San Francisco, California, USA
| | | |
Collapse
|
44
|
Oral Intake of Lactobacilli Can Be Helpful in Symptomatic Bacterial Vaginosis: A Randomized Clinical Study. J Low Genit Tract Dis 2021; 24:284-289. [PMID: 32091443 DOI: 10.1097/lgt.0000000000000518] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
OBJECTIVE The aim of the study was to explore a role of oral intake of a mixture of 3 Lactobacillus species in recurrence of bacterial vaginosis (BV). MATERIALS AND METHODS A phase 2 randomized parallel group prospective placebo-controlled study conducted at 7 clinical centers enrolled 18- to 45-years-old women with recent symptomatic BV cured with metronidazole. Within 48 hours after completion of metronidazole therapy, eligible women received 1 capsule of the verum (5.4 billion Lactobacillus crispatus LMG S-29995, Lactobacillus brevis, and Lactobacillus acidophilus in proportion of 60%, 20%, and 20%, respectively), or the placebo supplement 2 times daily for the first 7 days and 1 time daily for the next 8 to 120 days. The primary outcome measure was the percentage of recurrence of BV, which was defined as 3 of 4 Amsel criteria plus abnormal vaginal discharge/vulvar odor during 4 months of intake of the test dietary supplement. Differences between the groups were assessed with Z test for proportions. RESULTS One hundred sixty-six women were analyzed in the verum (82 patients) and the placebo group (82 patients). Recurrence of BV was documented in 15 (18.3%) of 82 women in the verum group and 27 (32.1%) of 84 in the placebo group (p = .014). Rates of survival without BV rates were higher in the verum group (Cox F test, p = .018). Both verum and placebo supplements were well tolerated. CONCLUSIONS Oral intake of L. crispatus LMG S-29995, L. brevis, and L. acidophilus can significantly decrease percent of recurrences of BV in recently treated women and prolong time to recurrence of the disease.
Collapse
|
45
|
The 2020 genitourinary syndrome of menopause position statement of The North American Menopause Society. ACTA ACUST UNITED AC 2021; 27:976-992. [PMID: 32852449 DOI: 10.1097/gme.0000000000001609] [Citation(s) in RCA: 224] [Impact Index Per Article: 56.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
OBJECTIVE To update and expand the 2013 position statement of The North American Menopause Society (NAMS) on the management of the genitourinary syndrome of menopause (GSM), of which symptomatic vulvovaginal atrophy (VVA) is a component. METHODS A Panel of acknowledged experts in the field of genitourinary health reviewed the literature to evaluate new evidence on vaginal hormone therapies as well as on other management options available or in development for GSM. A search of PubMed was conducted identifying medical literature on VVA and GSM published since the 2013 position statement on the role of pharmacologic and nonpharmacologic treatments for VVA in postmenopausal women. The Panel revised and added recommendations on the basis of current evidence. The Panel's conclusions and recommendations were reviewed and approved by the NAMS Board of Trustees. RESULTS Genitourinary syndrome of menopause affects approximately 27% to 84% of postmenopausal women and can significantly impair health, sexual function, and quality of life. Genitourinary syndrome of menopause is likely underdiagnosed and undertreated. In most cases, symptoms can be effectively managed. A number of over-the-counter and government-approved prescription therapies available in the United States and Canada demonstrate effectiveness, depending on the severity of symptoms. These include vaginal lubricants and moisturizers, vaginal estrogens and dehydroepiandrosterone (DHEA), systemic hormone therapy, and the estrogen agonist/antagonist ospemifene. Long-term studies on the endometrial safety of vaginal estrogen, vaginal DHEA, and ospemifene are lacking. There are insufficient placebo-controlled trials of energy-based therapies, including laser, to draw conclusions on efficacy and safety or to make treatment recommendations. CONCLUSIONS Clinicians can resolve many distressing genitourinary symptoms and improve sexual health and the quality of life of postmenopausal women by educating women about, diagnosing, and appropriately managing GSM. Choice of therapy depends on the severity of symptoms, the effectiveness and safety of treatments for the individual patient, and patient preference. Nonhormone therapies available without a prescription provide sufficient relief for most women with mild symptoms. Low-dose vaginal estrogens, vaginal DHEA, systemic estrogen therapy, and ospemifene are effective treatments for moderate to severe GSM. When low-dose vaginal estrogen or DHEA or ospemifene is administered, a progestogen is not indicated; however, endometrial safety has not been studied in clinical trials beyond 1 year. There are insufficient data at present to confirm the safety of vaginal estrogen or DHEA or ospemifene in women with breast cancer; management of GSM should consider the woman's needs and the recommendations of her oncologist.
Collapse
|
46
|
Chen X, Lu Y, Chen T, Li R. The Female Vaginal Microbiome in Health and Bacterial Vaginosis. Front Cell Infect Microbiol 2021; 11:631972. [PMID: 33898328 PMCID: PMC8058480 DOI: 10.3389/fcimb.2021.631972] [Citation(s) in RCA: 136] [Impact Index Per Article: 34.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2020] [Accepted: 03/19/2021] [Indexed: 12/11/2022] Open
Abstract
The vaginal microbiome is an intricate and dynamic microecosystem that constantly undergoes fluctuations during the female menstrual cycle and the woman's entire life. A healthy vaginal microbiome is dominated by Lactobacillus which produce various antimicrobial compounds. Bacterial vaginosis (BV) is characterized by the loss or sharp decline in the total number of Lactobacillus and a corresponding marked increase in the concentration of anaerobic microbes. BV is a highly prevalent disorder of the vaginal microbiota among women of reproductive age globally. BV is confirmed to be associated with adverse gynecologic and obstetric outcomes, such as sexually transmitted infections, pelvic inflammatory disease, and preterm birth. Gardnerella vaginalis is the most common microorganism identified from BV. It is the predominant microbe in polymicrobial biofilms that could shelter G. vaginalis and other BV-associated microbes from adverse host environments. Many efforts have been made to increase our understanding of the vaginal microbiome in health and BV. Thus, improved novel and accurate diagnosis and therapeutic strategies for BV have been developed. This review covers the features of vaginal microbiome, BV, BV-associated diseases, and various strategies of diagnosis and treatment of BV, with an emphasis on recent research progresses.
Collapse
Affiliation(s)
| | | | | | - Rongguo Li
- Department of Clinical Laboratory, Jinan Maternity and Child Care Hospital Affiliated to Shandong First Medical University, Jinan, China
| |
Collapse
|
47
|
Ravel J, Moreno I, Simón C. Bacterial vaginosis and its association with infertility, endometritis, and pelvic inflammatory disease. Am J Obstet Gynecol 2021; 224:251-257. [PMID: 33091407 DOI: 10.1016/j.ajog.2020.10.019] [Citation(s) in RCA: 141] [Impact Index Per Article: 35.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2020] [Revised: 10/09/2020] [Accepted: 10/15/2020] [Indexed: 11/29/2022]
Abstract
Bacterial vaginosis, pelvic inflammatory disease, and endometritis are infections of the genital tract that can lead to many adverse health outcomes, including infertility. Bacterial vaginosis is characterized by a lower prevalence of lactobacilli and a higher prevalence of anaerobic bacteria, including Gardnerella vaginalis, Megasphaera spp., and Atopobium vaginae. Endometritis and pelvic inflammatory disease are caused by the ascension of pathogenic bacteria to the uterus, although the mechanisms by which they do so are unclear. Bacterial vaginosis, chronic endometritis, and pelvic inflammatory disease have been linked to infertility in retrospective and prospective trials. Similarly, the causes of bacterial vaginosis and endometritis-related infertility are likely multifactorial and stem from inflammation, immune targeting of sperm antigens, the presence of bacterial toxins, and increased risk of sexually transmitted infections. Diagnosis and treatment of bacterial vaginosis, chronic endometritis, and pelvic inflammatory disease before attempting conception may be important components of preconceptional care for symptomatic women to improve outcomes of natural and assisted reproduction.
Collapse
Affiliation(s)
- 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.
| | - Inmaculada Moreno
- Igenomix Foundation-Instituto de Investigación Sanitaria Hospital Clínico (INCLIVA), Valencia, Spain; Research and Development Department, Igenomix-Ferring Preconceptional InnoHub, Boston, MA
| | - Carlos Simón
- Igenomix Foundation-Instituto de Investigación Sanitaria Hospital Clínico (INCLIVA), Valencia, Spain; Research and Development Department, Igenomix-Ferring Preconceptional InnoHub, Boston, MA; Department of Pediatrics, Obstetrics and Gynaecology, School of Medicine, University of Valencia, Valencia, Spain; Department of Obstetrics and Gynecology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA; Department of Obstetrics and Gynecology, Baylor College of Medicine, Houston, TX
| |
Collapse
|
48
|
Ladaycia A, Loretz B, Passirani C, Lehr CM, Lepeltier E. Microbiota and cancer: In vitro and in vivo models to evaluate nanomedicines. Adv Drug Deliv Rev 2021; 170:44-70. [PMID: 33388279 DOI: 10.1016/j.addr.2020.12.015] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2020] [Revised: 12/23/2020] [Accepted: 12/27/2020] [Indexed: 02/08/2023]
Abstract
Nanomedicine implication in cancer treatment and diagnosis studies witness huge attention, especially with the promising results obtained in preclinical studies. Despite this, only few nanomedicines succeeded to pass clinical phase. The human microbiota plays obvious roles in cancer development. Nanoparticles have been successfully used to modulate human microbiota and notably tumor associated microbiota. Taking the microbiota involvement under consideration when testing nanomedicines for cancer treatment might be a way to improve the poor translation from preclinical to clinical trials. Co-culture models of bacteria and cancer cells, as well as animal cancer-microbiota models offer a better representation for the tumor microenvironment and so potentially better platforms to test nanomedicine efficacy in cancer treatment. These models would allow closer representation of human cancer and might smoothen the passage from preclinical to clinical cancer studies for nanomedicine efficacy.
Collapse
|
49
|
Tuddenham S, Ravel J, Marrazzo JM. Protection and Risk: Male and Female Genital Microbiota and Sexually Transmitted Infections. J Infect Dis 2021; 223:S222-S235. [PMID: 33576776 DOI: 10.1093/infdis/jiaa762] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
Unique compositional and functional features of the cervicovaginal microbiota have been associated with protection against and risk for sexually transmitted infections (STI). In men, our knowledge of the interaction between the penile microbiota and STI is less developed. The current state of our understanding of these microbiota and their role in select STIs is briefly reviewed, along with strategies that leverage existing findings to manipulate genital microbiota and optimize protection against STIs. Finally, we focus on major research gaps and present a framework for future studies.
Collapse
Affiliation(s)
- Susan Tuddenham
- Department of Medicine, Division of Infectious Diseases, Johns Hopkins 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
| | - Jeanne M Marrazzo
- Department of Medicine, Division of Infectious Diseases, University of Alabama at Birmingham School of Medicine, Birmingham, Alabama, USA
| |
Collapse
|
50
|
Ruiz-Perez D, Guan H, Madhivanan P, Mathee K, Narasimhan G. So you think you can PLS-DA? BMC Bioinformatics 2020; 21:2. [PMID: 33297937 PMCID: PMC7724830 DOI: 10.1186/s12859-019-3310-7] [Citation(s) in RCA: 152] [Impact Index Per Article: 30.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2019] [Accepted: 12/09/2019] [Indexed: 01/27/2023] Open
Abstract
BACKGROUND Partial Least-Squares Discriminant Analysis (PLS-DA) is a popular machine learning tool that is gaining increasing attention as a useful feature selector and classifier. In an effort to understand its strengths and weaknesses, we performed a series of experiments with synthetic data and compared its performance to its close relative from which it was initially invented, namely Principal Component Analysis (PCA). RESULTS We demonstrate that even though PCA ignores the information regarding the class labels of the samples, this unsupervised tool can be remarkably effective as a feature selector. In some cases, it outperforms PLS-DA, which is made aware of the class labels in its input. Our experiments range from looking at the signal-to-noise ratio in the feature selection task, to considering many practical distributions and models encountered when analyzing bioinformatics and clinical data. Other methods were also evaluated. Finally, we analyzed an interesting data set from 396 vaginal microbiome samples where the ground truth for the feature selection was available. All the 3D figures shown in this paper as well as the supplementary ones can be viewed interactively at http://biorg.cs.fiu.edu/plsda CONCLUSIONS: Our results highlighted the strengths and weaknesses of PLS-DA in comparison with PCA for different underlying data models.
Collapse
Affiliation(s)
- Daniel Ruiz-Perez
- Bioinformatics Research Group (BioRG), Florida International University, 11200 SW 8th St, Miami, 33199, FL, USA
| | - Haibin Guan
- Bioinformatics Research Group (BioRG), Florida International University, 11200 SW 8th St, Miami, 33199, FL, USA
| | - Purnima Madhivanan
- Department of Epidemiology, Florida International University, 11200 SW 8th St, Miami, 24105, FL, USA
| | - Kalai Mathee
- Herbert Wertheim College of Medicine, Florida International University, 11200 SW 8th St, Miami, 24105, FL, USA
| | - Giri Narasimhan
- Bioinformatics Research Group (BioRG), Florida International University, 11200 SW 8th St, Miami, 33199, FL, USA.
| |
Collapse
|