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Dubé-Zinatelli E, Mayotte E, Cappelletti L, Ismail N. Impact of the maternal microbiome on neonatal immune development. J Reprod Immunol 2025; 170:104542. [PMID: 40403512 DOI: 10.1016/j.jri.2025.104542] [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: 09/30/2024] [Revised: 03/22/2025] [Accepted: 05/15/2025] [Indexed: 05/24/2025]
Abstract
Historically, multigenerational health and disease transmission have primarily focused on genetic inheritance. However, the discovery that beneficial microorganisms known as commensal microbiota outnumber human genes tenfold has reshaped this perspective, highlighting their critical role in maintaining homeostasis and protecting against pathogens. Unlike the human genome, commensal microbiota is not genetically inherited but is acquired anew with each generation. with initial gut colonization playing a pivotal role in shaping an infant's immune system, neurodevelopment, and long-term health, all heavily influenced by maternal factors. In this review, we examine emerging research on maternal microbial influences on the fetus beginning in utero. We provide an updated overview of the current insights into the impact of the vaginal microbiome during parturition on offspring immunity and discuss the potential long-term health implications for infants born via cesarean section. We explore the advantages and limitations of techniques designed to mitigate these effects, such as vaginal seeding and emphasize that the development of the neonatal immune system is a dynamic process influenced by maternal factors beyond birth, including the transfer of microbiota through breast milk and skin contact. Finally, we present gaps in current research and propose future research directions to deepen our understanding of the impacts of the maternal microbiome on her child. Together, these insights demonstrate how maternal influence on offspring health and immunity extends beyond genetic factors, encompassing the transmission of microbiota, which, in turn, has profound long-term implications for health and disease resilience, offering a novel perspective on intergenerational health dynamics.
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Affiliation(s)
- Eleni Dubé-Zinatelli
- NISE Laboratory, School of Psychology, Faculty of Social Science, University of Ottawa, 136 Jean-Jacques Lussier, Vanier Hall, Room 2076B, Ottawa, Ontario K1N 6N5, Canada.
| | - Edwige Mayotte
- NISE Laboratory, School of Psychology, Faculty of Social Science, University of Ottawa, 136 Jean-Jacques Lussier, Vanier Hall, Room 2076B, Ottawa, Ontario K1N 6N5, Canada.
| | - Luna Cappelletti
- NISE Laboratory, School of Psychology, Faculty of Social Science, University of Ottawa, 136 Jean-Jacques Lussier, Vanier Hall, Room 2076B, Ottawa, Ontario K1N 6N5, Canada.
| | - Nafissa Ismail
- NISE Laboratory, School of Psychology, Faculty of Social Science, University of Ottawa, 136 Jean-Jacques Lussier, Vanier Hall, Room 2076B, Ottawa, Ontario K1N 6N5, Canada; LIFE Research Institute, University of Ottawa, Thompson Hall, 25 University Private, room 227, Ottawa, Ontario K1N 6N5, Canada; University of Ottawa Brain and Mind Research Institute, Faculty of Medicine, University of Ottawa, Roger Guindon Hall, 451 Smyth Road, Ottawa, Ontario K1H 8M5, Canada.
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Young MR, Haddad LB, McKinnon L, Ochieng WO, Rowh M, Gill A, Ofotokun I, Mehta SD. Cytokine concentration and T cell subsets in the female genital tract in the presence of bacterial vaginosis and Trichomonas vaginalis. Front Cell Infect Microbiol 2025; 15:1539086. [PMID: 40313463 PMCID: PMC12043704 DOI: 10.3389/fcimb.2025.1539086] [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: 12/03/2024] [Accepted: 03/05/2025] [Indexed: 05/03/2025] Open
Abstract
Trichomonas vaginalis (TV) and bacterial vaginosis (BV) are highly prevalent vaginal infections. Both are associated with pelvic inflammatory disease and HIV acquisition and transmission, though the underlying mechanisms are incompletely understood. We characterized the effect of TV and BV infection on inflammatory markers in the vagina among reproductive-aged women in Atlanta, Georgia. Cervicovaginal lavage specimens were collected from HIV seronegative women at a baseline visit and again three months later. Eighteen individual cytokines, 17 T cell subsets, BV, and TV were measured at both timepoints. After natural log transformation, the median cytokine concentration and number of T cells were compared by infection status statistically using the Kruskal-Wallis test. A cytokine inflammation score and a T cell score were created using principal components analysis. The scores were then used as outcomes in separate linear mixed regression models with a random intercept. Sixty women had baseline data and 43 were seen for follow-up. The median age was 30 years, 78% self-reported Black race. TV and BV prevalence at the baseline visit was 15% and 37%, respectively. The concentration of 16 out of 18 cytokines differed by infection status. In multivariable modeling, neither TV nor BV were associated with cytokine score. Most CD4+ T cell subsets (7 out of 9) differed by infection status. In a multivariable model, TV infection was associated with a higher T cell score (1.54; 95%CI 0.00, 3.08). BV was not associated with a higher T cell score. Increased concentration of vaginal mucosal T cells may explain the observed association between TV infection and HIV risk.
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Affiliation(s)
- Marisa R. Young
- Department of Gynecology and Obstetrics, Emory University School of Medicine, Atlanta, GA, United States
| | - Lisa B. Haddad
- Department of Gynecology and Obstetrics, Emory University School of Medicine, Atlanta, GA, United States
- Center for Biomedical Research, Population Council, New York, NY, United States
| | - Lyle McKinnon
- Department of Medical Microbiology and Infectious Diseases, University of Manitoba Max Rady College of Medicine, Winnipeg, MB, Canada
| | - Walter O. Ochieng
- Office of the Director, Center for Global Health, United States Centers for Disease Control and Prevention, Atlanta, GA, United States
| | - Marta Rowh
- Department of Emergency Medicine, Emory University School of Medicine, Atlanta, GA, United States
| | - Amanda Gill
- Emory University School of Medicine, Atlanta, GA, United States
| | - Igho Ofotokun
- Divison of Infectious Diseases, Department of Medicine, Emory University School of Medicine, Atlanta, GA, United States
| | - Supriya D. Mehta
- Division of Infectious Diseases, Department of Medicine, Rush University College of Medicine, Chicago, IL, United States
- Division of Epidemiology and Biostatistics, School of Public Health, University of Illinois at Chicago, Chicago, IL, United States
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Zhang R, Liu Z, Zhang Y, Mi L, Zhang D, Li Y, Liao Q. Probiotics reduce the recurrence of asymptomatic bacterial vaginosis in Chinese women. Sci Rep 2025; 15:9689. [PMID: 40113887 PMCID: PMC11926242 DOI: 10.1038/s41598-025-92843-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2024] [Accepted: 03/03/2025] [Indexed: 03/22/2025] Open
Abstract
Asymptomatic Bacterial Vaginosis(aBV)increases the risk of acquiring multiple sexually transmitted diseases, HPV, gynecologic complications and adverse reproductive outcomes, and is speculated to affect 10 ~ 35% of women. Without intervention, a significant proportion of aBV would progress. Metronidazole is the most widely used treatment for aBV, yet the main challenge has always been the high rate of recurrence. Probiotics may increase the cure rate and reduce the recurrence rate of symptomatic bacterial vaginosis (sBV), while no study has compared the efficacy of probiotics and metronidazole on treating aBV. This study aims to fill the gap in understanding the difference in efficacy of probiotics and metronidazole in treating aBV by a multicenter, randomized, controlled trial. Participants received either a 10-day intravaginal probiotic capsules or a 7-day oral metronidazole. Follow-up were performed at the end of the 1st, 2nd, and 4th week after completing therapy. Women cured by either method were followed up with three additional visits. The primary outcome was the difference of cure rates between the two groups. The secondary outcome was to evaluate the recurrence rates among patients who were successfully cured using either method. 358 participants received probiotics and another 358 participants received metronidazole. The cumulative cure rates at the end of the 1st, 2nd, and 4th week were higher in probiotics group compared to metronidazole group (OR 1.063, P = 0.715; OR 1.324, P = 0.083; OR 1.338, P = 0.071), while the differences were not statistically significant. Women cured (144 in probiotics and 123 in metronidazole) were followed up. The difference of cumulative recurrence rates between the two groups were statistically significant at the end of the 2nd, 3rd, and 4th month (OR 0.212, P = 0.000; OR 0.160, P = 0.000; OR 0.119, P = 0.000). Adverse events were similar in the two groups (8.3%, 9.6% OR 0.858; P = 0.584). No life-threatening or severe adverse events were reported. Probiotics emerge as a superior therapeutic option for aBV due to their comparable cure rates, lower recurrence rates, and minimal side effects. Chinese Clinical Trial Registry (ChiCTR1800019436, 11/11/2018 ).
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Affiliation(s)
- Rui Zhang
- Department of Obstetrics & Gynecology, Peking University First Hospital, Beijing, China
| | - Zhaohui Liu
- Department of Obstetrics & Gynecology, Beijing Obstetrics and Gynecology Hospital, Beijing Maternal and Child Health Care Hospital, Capital Medical University, 100026, Beijing, China.
| | - Yan Zhang
- Department of Obstetrics & Gynecology, Peking University First Hospital, Beijing, China
| | - Lan Mi
- Department of Obstetrics & Gynecology, Peking University First Hospital, Beijing, China
| | - Dai Zhang
- Department of Obstetrics & Gynecology, Peking University First Hospital, Beijing, China
| | - Yang Li
- Department of Obstetrics & Gynecology, Friendship Hospital, Beijing, China
| | - Qinping Liao
- Department of Obstetrics & Gynecology, Beijing Tsinghua Changgung Hospital, Beijing, China
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4
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France MT, Chaudry I, Rutt L, Quain M, Shirtliff B, McComb E, Maros A, Alizadeh M, Hussain FA, Elovitz MA, Relman DA, Rahman A, Brotman RM, Price J, Kassaro M, Holm JB, Ma B, Ravel J. VIRGO2: Unveiling the Functional and Ecological Complexity of the Vaginal Microbiome with an Enhanced Non-Redundant Gene Catalog. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2025:2025.03.04.641479. [PMID: 40093185 PMCID: PMC11908257 DOI: 10.1101/2025.03.04.641479] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/19/2025]
Abstract
Despite the importance of the cervicovaginal microbiome, the mechanisms that govern its composition and drive its impact on host physiology remain poorly understood. This study expands our understanding of the function and ecology of the vaginal microbiome using VIRGO2, an enhanced non-redundant gene catalog comprising over 1.7 million well-annotated genes from body-site specific microbes and viruses. Analyses using VIRGO2 revealed novel insights, including the identification of previously uncharacterized vaginal bacteria, features of the vaginal mycobiome and phageome, and differential expression of bacterial carbohydrate catabolic genes. Constructed from over 2,500 metagenomes and 4,000 bacterial genomes, VIRGO2 broadens geographic representation and microbial diversity compared to its predecessor. This updated catalog enables more precise profiling of taxonomic and functional composition from metagenomic and metatranscriptomic datasets. VIRGO2 is a critical resource for integrative analyses of vaginal microbial communities and their interactions with host tissues, thereby enhancing our mechanistic understanding of vaginal health and disease.
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Affiliation(s)
- M. T. France
- Center for Advanced Microbiome Research and Innovation, 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
| | - I. Chaudry
- Center for Advanced Microbiome Research and Innovation, Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD USA
| | - L. Rutt
- Center for Advanced Microbiome Research and Innovation, Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD USA
| | - M. Quain
- Center for Advanced Microbiome Research and Innovation, Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD USA
| | - B. Shirtliff
- Center for Advanced Microbiome Research and Innovation, Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD USA
| | - E. McComb
- Center for Advanced Microbiome Research and Innovation, Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD USA
| | - A. Maros
- Center for Advanced Microbiome Research and Innovation, Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD USA
| | - M. Alizadeh
- Center for Advanced Microbiome Research and Innovation, Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD USA
| | - F. A. Hussain
- Department of Biology, School of Arts and Sciences, Tufts University, Medford MA
| | - M. A. Elovitz
- Women’s Biomedical Research Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Obstetrics, Gynecology and Reproductive Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - D. A. Relman
- Department of Medicine, Stanford University School of Medicine, Stanford, CA, USA
- Department of Microbiology & Immunology, Stanford University School of Medicine, Stanford, CA, USA
- Infectious Diseases Section, Veterans Affairs, Palo Alto Health Care System, Palo Alto, CA, USA
| | - A. Rahman
- Maternal and Child Health Division, International Centre for Diarrhoeal Disease Research, Bangladesh, Dhaka, Bangladesh
| | - R. M. Brotman
- Center for Advanced Microbiome Research and Innovation, 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
| | - J. Price
- Department of Obstetrics and Gynecology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
- UNC Global Projects–Zambia, Lusaka, Zambia
| | - M. Kassaro
- Department of Obstetrics and Gynecology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
- UNC Global Projects–Zambia, Lusaka, Zambia
| | - J. B. Holm
- Center for Advanced Microbiome Research and Innovation, 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
| | - B. Ma
- Center for Advanced Microbiome Research and Innovation, 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
| | - J. Ravel
- Center for Advanced Microbiome Research and Innovation, 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
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Condori-Catachura S, Ahannach S, Ticlla M, Kenfack J, Livo E, Anukam KC, Pinedo-Cancino V, Collado MC, Dominguez-Bello MG, Miller C, Vinderola G, Merten S, Donders GGG, Gehrmann T, Lebeer S. Diversity in women and their vaginal microbiota. Trends Microbiol 2025:S0966-842X(24)00328-7. [PMID: 39919958 DOI: 10.1016/j.tim.2024.12.012] [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: 11/08/2024] [Revised: 12/18/2024] [Accepted: 12/23/2024] [Indexed: 02/09/2025]
Abstract
Women's health is essential to global societal and economic wellbeing, yet health disparities remain prevalent. The vaginal microbiota plays a critical role in health, with research indicating that reduced levels of core bacteria, such as lactobacilli, are associated with conditions like bacterial vaginosis (BV) and increased infection susceptibility. Lower levels of vaginal lactobacilli are reported more frequently in women of African and Latin American descent compared with women of European and Asian descent. However, geographical and other study inclusion and analysis biases influence current research. This opinion highlights the need for a more comprehensive understanding of a 'healthy' vaginal microbiome. It underscores efforts to broaden global research on microbiome diversity in socially relevant contexts, avoiding inappropriate applications of terms such as race and ethnicity.
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Affiliation(s)
- Sandra Condori-Catachura
- Laboratory of Applied Microbiology and Biotechnology, Department of Bioscience Engineering, University of Antwerp, Groenenborgerlaan 171, 2020 Antwerp, Belgium
| | - Sarah Ahannach
- Laboratory of Applied Microbiology and Biotechnology, Department of Bioscience Engineering, University of Antwerp, Groenenborgerlaan 171, 2020 Antwerp, Belgium; U-MaMi Centre of Excellence, University of Antwerp, Antwerp, Belgium
| | - Monica Ticlla
- Laboratory of Applied Microbiology and Biotechnology, Department of Bioscience Engineering, University of Antwerp, Groenenborgerlaan 171, 2020 Antwerp, Belgium; Unit Society, Gender and Health - Department of Epidemiology and Public Health, Swiss Tropical and Public Health Institute, Allschwil, Switzerland
| | - Josiane Kenfack
- Laboratory of Applied Microbiology and Biotechnology, Department of Bioscience Engineering, University of Antwerp, Groenenborgerlaan 171, 2020 Antwerp, Belgium; Department of Biochemistry, Faculty of Science, University of Yaounde I, Yaounde, Cameroon; Centre for Research on Emerging and Reemerging Diseases, Institute of Medical Research and Medicinal Plant Studies, Yaounde, Cameroon; The Biotechnology Center, University of Yaounde I, Yaounde, Cameroon
| | - Esemu Livo
- Centre for Research on Emerging and Reemerging Diseases, Institute of Medical Research and Medicinal Plant Studies, Yaounde, Cameroon; The Biotechnology Center, University of Yaounde I, Yaounde, Cameroon; Department of Biomedical Sciences, Faculty of Health Sciences, University of Buea, Buea, Cameroon; Strengthening Health and Applied Research, Yaounde, Cameroon
| | - Kingsley C Anukam
- Department of Medical Microbiology and Public Health, Faculty of Medical Laboratory Science, Nnamdi Azikiwe University, Nigeria
| | - Viviana Pinedo-Cancino
- Laboratorio de Investigación de Productos Naturales Antiparasitarios de la Amazonía (LIPNAA), Centro de Investigaciones de Recursos Naturales de la UNAP (CIRNA), Universidad Nacional de la Amazonía Peruana (UNAP), Iquitos, Peru; Facultad de Medicina Humana, Universidad Nacional de la Amazonía Peruana (UNAP), Iquitos, Peru
| | - Maria Carmen Collado
- Department of Biotechnology, Institute of Agrochemistry and Food Technology - National Research Council (IATA-CSIC), Paterna, Valencia, Spain
| | - Maria Gloria Dominguez-Bello
- Department of Biochemistry and Microbiology, Rutgers University, New Brunswick, NJ, USA; Department of Anthropology, Rutgers University, New Brunswick, NJ, USA; Humans and the Microbiome Program, Canadian Institute for Advanced Research, Toronto, Ontario, Canada
| | - Corrie Miller
- Department of Obstetrics, Gynecology, and Women's Health, Division of Maternal Fetal Medicine, John A. Burns School of Medicine, University of Hawaii at Manoa, Honolulu, HI 96813, USA
| | - Gabriel Vinderola
- Instituto de Lactología Industrial (INLAIN, CONICET-UNL), Facultad de Ingeniería Química, Universidad Nacional del Litoral, Santa Fe, Argentina
| | - Sonja Merten
- Unit Society, Gender and Health - Department of Epidemiology and Public Health, Swiss Tropical and Public Health Institute, Allschwil, Switzerland
| | - Gilbert G G Donders
- Department of Obstetrics and Gynaecology, University Hospital Antwerp, Edegem, Belgium.; Regional Hospital Heilig Hart, Tienen, Belgium; Femicare Clinical Research for Women, Tienen, Belgium
| | - Thies Gehrmann
- Laboratory of Applied Microbiology and Biotechnology, Department of Bioscience Engineering, University of Antwerp, Groenenborgerlaan 171, 2020 Antwerp, Belgium
| | - Sarah Lebeer
- Laboratory of Applied Microbiology and Biotechnology, Department of Bioscience Engineering, University of Antwerp, Groenenborgerlaan 171, 2020 Antwerp, Belgium; U-MaMi Centre of Excellence, University of Antwerp, Antwerp, Belgium.
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6
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Passmore JAS, Ngcapu S, Gitome S, Kullin BR, Welp K, Martin DP, Potloane D, Manhanzva MT, Obimbo MM, Gill K, Fevre ML, Happel AU, Jaspan HB, Kasaro M, Bukusi EA. Ecology meets reproductive medicine in HIV prevention: the case for geography-informed approaches for bacterial vaginosis in Africa. FRONTIERS IN REPRODUCTIVE HEALTH 2024; 6:1431306. [PMID: 39665036 PMCID: PMC11631894 DOI: 10.3389/frph.2024.1431306] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2024] [Accepted: 11/11/2024] [Indexed: 12/13/2024] Open
Abstract
Purpose of review Women in Africa bear the burden of the HIV epidemic, which has been associated with the high prevalence of bacterial vaginosis (BV) in the region. However, little progress has been made in finding an effective cure for BV. Drawing on advances in microbiome-directed therapies for gastrointestinal disorders, similar live-biotherapeutic based approaches for BV treatment are being evaluated. Here, we summarize current knowledge regarding vaginal microbiota in BV, explore geographical differences in vaginal microbiota, and argue that novel BV therapeutics should be tailored specifically to meet the needs of African women. Recent findings Cervicovaginal microbiota dominated by Lactobacillus crispatus are optimal, although these are uncommon in African women. Besides socio-behavioural and environmental influences on the vaginal microbiota, host and microbial genetic traits should be considered, particularly those relating to glycogen metabolism. Novel microbiome-directed approaches being developed to treat BV should employ transfers of multiple microbial strains to ensure sustained colonization and BV cure. Summary Improving the efficacy and durability of BV treatment with microbiome-directed therapies by appropriately accounting for host and microbial genetic factors, could potentially reduce the risk of HIV infection in African women.
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Affiliation(s)
- Jo-Ann S. Passmore
- Institute of Infectious Diseases and Molecular Medicine (IDM), University of Cape Town, Cape Town, South Africa
- National Health Laboratory Service (NHLS), Cape Town, South Africa
- Centre for the AIDS Program of Research in South Africa (CAPRISA), Durban, South Africa
| | - Sinaye Ngcapu
- Centre for the AIDS Program of Research in South Africa (CAPRISA), Durban, South Africa
| | - Serah Gitome
- Centre for Microbiology Research, Kenya Medical Research Institute (KEMRI), Nairobi, Kenya
| | - Brian R. Kullin
- Institute of Infectious Diseases and Molecular Medicine (IDM), University of Cape Town, Cape Town, South Africa
| | - Kirsten Welp
- Institute of Infectious Diseases and Molecular Medicine (IDM), University of Cape Town, Cape Town, South Africa
| | - Darren P. Martin
- Institute of Infectious Diseases and Molecular Medicine (IDM), University of Cape Town, Cape Town, South Africa
| | - Disebo Potloane
- Centre for the AIDS Program of Research in South Africa (CAPRISA), Durban, South Africa
| | - Monalisa T. Manhanzva
- Institute of Infectious Diseases and Molecular Medicine (IDM), University of Cape Town, Cape Town, South Africa
| | - Moses M. Obimbo
- Department of Human Anatomy and Medical Physiology, University of Nairobi, Nairobi, Kenya
| | - Katherine Gill
- Institute of Infectious Diseases and Molecular Medicine (IDM), University of Cape Town, Cape Town, South Africa
- Desmond Tutu HIV Centre, University of Cape Town, Cape Town, South Africa
| | - Mellissa Le Fevre
- Desmond Tutu HIV Centre, University of Cape Town, Cape Town, South Africa
| | - Anna-Ursula Happel
- Institute of Infectious Diseases and Molecular Medicine (IDM), University of Cape Town, Cape Town, South Africa
- Division of Immunology, Department of Pathology, University of Cape Town, Cape Town, South Africa
| | - Heather B. Jaspan
- Institute of Infectious Diseases and Molecular Medicine (IDM), University of Cape Town, Cape Town, South Africa
- Division of Immunology, Department of Pathology, University of Cape Town, Cape Town, South Africa
- Seattle Children’s Hospital, Seattle, WA, United States
| | - Margaret Kasaro
- University of North Carolina Global Projects Zambia, Lusaka, Zambia
- Department of Obstetrics and Gynaecology, University of Zambia School of Medicine, Lusaka, Zambia
- Department of Obstetrics and Gynecology, University of North Carolina School of Medicine, Chapel Hill, NC, United States
| | - Elizabeth A. Bukusi
- Centre for Microbiology Research, Kenya Medical Research Institute (KEMRI), Nairobi, Kenya
- Departments of Global Health and Obstetrics and Gynaecology, University of Washington, Seattle, WA, United States
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7
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Obuobi S, Škalko-Basnet N. Understanding vaginal biofilms: The first step in harnessing antimicrobial nanomedicine. J Control Release 2024; 376:1190-1208. [PMID: 39510257 DOI: 10.1016/j.jconrel.2024.10.064] [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: 06/17/2024] [Revised: 10/02/2024] [Accepted: 10/29/2024] [Indexed: 11/15/2024]
Abstract
In spite of multipurpose technologies offering broad-spectrum prevention for sexually transmitted infections (STIs) and contraception, the STIs incidences rise worldwide. The situation is even more alarming considering continuous rise in antimicrobial resistance (AMR) that limits therapy options. In this review we address the specific challenges of efficiently treating vaginal infections locally, at the infection site, by understanding the underlying barriers to efficient treatment such as vaginal biofilms. Knowledge on vaginal biofilms remains, up to now, rather scarce and requires more attention. We therefore propose a 'back to basics' insight that seeks to probe the complexity and role of the vaginal microbiota, its relationship with vaginal biofilms and implications to future therapeutic modalities utilizing advanced nano delivery systems. Our key objective is to highlight the interplay between biofilm, (nano)formulation and therapy outcome rather than provide an overview of all nanoformulations that were challenged against biofilms. We focused on the anatomy of the female reproductive organ and its physiological changes from birth, the unique vaginal microenvironment in premenopausal and postmenopausal women, vaginal biofilm infections and current nanomedicine-based approaches to treat infections in the vaginal site. Finally, we offer our perspectives on the current challenges associated with vaginal delivery and key considerations that can aid in the design and development of safer and potent products against persisting vaginal infections.
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Affiliation(s)
- Sybil Obuobi
- Drug Transport and Delivery Research Group, Faculty of Health Sciences, University of Tromsø The Arctic University of Norway, Tromsø, Norway.
| | - Nataša Škalko-Basnet
- Drug Transport and Delivery Research Group, Faculty of Health Sciences, University of Tromsø The Arctic University of Norway, Tromsø, Norway.
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8
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Werneburg GT, Fascelli M. Sexually transmitted infections and the vaginal microbiome after vaginoplasty. Curr Opin Urol 2024; 34:323-329. [PMID: 38903052 DOI: 10.1097/mou.0000000000001203] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/22/2024]
Abstract
PURPOSE OF REVIEW Transgender and gender-diverse individuals (TGD) are at risk for sexually transmitted infections. Gender affirmation surgery is a cornerstone of care for many TGD individuals. For genital gender affirmation, the surgical creation of a vagina may be performed through a number of techniques. Those who have undergone vaginoplasty have unique anatomical and biopsychosocial considerations, which we discuss. RECENT FINDINGS While sexually-transmitted infections including HPV, HSV, HIV, gonorrhea, and chlamydia, have been described in TGD individuals after vaginoplasty, the reports are very rare, and the provider should maintain an index of suspicion and maintain a broad differential for symptoms including neovaginal discharge. We discuss the association of the neovaginal microbiota composition with bacterial vaginosis, and how its modulation could potentially reduce bacterial vaginosis and sexually transmitted infection risk. SUMMARY We examine the literature regarding sexually-transmitted infections following vaginoplasty, and the neovaginal microbiome and its similarities and differences relative to the natal vaginal microbiome.
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Affiliation(s)
- Glenn T Werneburg
- Department of Urology, Glickman Urological and Kidney Institute, Cleveland Clinic Foundation, Cleveland, Ohio, USA
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9
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Saleh RO, Salahdin OD, Ahmad I, Bansal P, Kaur H, Deorari M, Hjazi A, Abosaoda MK, Mohammed IH, Jawad MA. An updated study of the relationship between bacterial infections and women's immune system, focusing on bacterial compositions with successful pregnancy. J Reprod Immunol 2024; 165:104283. [PMID: 38991487 DOI: 10.1016/j.jri.2024.104283] [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: 03/26/2024] [Revised: 05/19/2024] [Accepted: 06/16/2024] [Indexed: 07/13/2024]
Abstract
Genital tract infections can cause a variety of harmful health outcomes, including endometritis, bacterial vaginosis, and pelvic inflammatory disease, in addition to infertility. Anaerobic bacteria, such as Gardnerella vaginalis, Megasphaera spp., and Atopobium vaginae, are more commonly identified in cases of bacterial vaginosis than lactobacilli. It is unknown how the microorganisms that cause pelvic inflammatory diseases and endometritis enter the uterus. Both prospective and retrospective research have connected pelvic inflammatory disorders, chronic endometritis, and bacterial vaginosis to infertility. Similar to bacterial vaginosis, endometritis-related infertility is probably caused by a variety of factors, such as inflammation, immune system recognition of sperm antigens, bacterial toxins, and a higher risk of STDs. Preconception care for symptomatic women may include diagnosing and treating pelvic inflammatory disease, chronic endometritis, and bacterial vaginosis before conception to optimize the results of both natural and assisted reproduction.
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Affiliation(s)
- Raed Obaid Saleh
- Department of Medical Laboratory Techniques, Al-Maarif University College, Al-Anbar, Iraq
| | | | - Irfan Ahmad
- Department of Clinical Laboratory Sciences, College of Applied Medical Science, King Khalid University, Abha, Saudi Arabia
| | - Pooja Bansal
- Department of Biotechnology and Genetics, Jain (Deemed-to-be) University, Bengaluru, Karnataka 560069, India; Department of Allied Healthcare and Sciences, Vivekananda Global University, Jaipur, Rajasthan 303012, India
| | - Harpreet Kaur
- School of Basic & Applied Sciences, Shobhit University, Gangoh, Uttar Pradesh 247341, India; Department of Health & Allied Sciences, Arka Jain University, Jamshedpur, Jharkhand 831001, India
| | - Mahamedha Deorari
- Uttaranchal Institute of Pharmaceutical Sciences, Uttaranchal University, Dehradun, India
| | - Ahmed Hjazi
- Department of Medical Laboratory, College of Applied Medical Sciences, Prince Sattam bin Abdulaziz University, Al-Kharj 11942, Saudi Arabia.
| | - Munther Kadhim Abosaoda
- College of Pharmacy, the Islamic University, Najaf, Iraq; College of Pharmacy, the Islamic University of Al Diwaniyah, Al Diwaniyah, Iraq; College of Pharmacy, the Islamic University of Babylon, Al Diwaniyah, Iraq
| | | | - Mohammed Abed Jawad
- Department of Medical Laboratories Technology, Al-Nisour University College, Baghdad, Iraq
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10
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Theiler T, Schoeler S, Möllers M, Schuler F, Olaru ID, Schaumburg F. Bacterial vaginosis in pregnant women: A comparison of the Nugent Score with a multiplex PCR. Diagn Microbiol Infect Dis 2024; 110:116403. [PMID: 38908040 DOI: 10.1016/j.diagmicrobio.2024.116403] [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: 04/05/2024] [Revised: 06/11/2024] [Accepted: 06/11/2024] [Indexed: 06/24/2024]
Abstract
We evaluated the Nugent score against a multiplex real-time PCR (reference) for diagnosing bacterial vaginosis (BV) in 140 pregnant women. The Nugent score had a sensitivity of 60 %, a specificity of 81 % and a negative predictive value of 92 % - therefore a tool to rule out BV in pregnant women.
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Affiliation(s)
- Tom Theiler
- Institute of Medical Microbiology, University Hospital Münster, Münster, Germany.
| | - Sarah Schoeler
- Institute of Medical Microbiology, University Hospital Münster, Münster, Germany
| | - Mareike Möllers
- Department of Obstetrics and Gynecology, University Hospital Münster, Münster, Germany
| | - Franziska Schuler
- Institute of Medical Microbiology, University Hospital Münster, Münster, Germany
| | - Ioana D Olaru
- Institute of Medical Microbiology, University Hospital Münster, Münster, Germany
| | - Frieder Schaumburg
- Institute of Medical Microbiology, University Hospital Münster, Münster, Germany
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11
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Murphy K, Shi Q, Hoover DR, Adimora AA, Alcaide ML, Brockmann S, Daubert E, Duggal P, Merenstein D, Dionne JA, Sheth AN, Keller MJ, Herold BC, Anastos K, Aouizerat B. Genetic predictors for bacterial vaginosis in women living with and at risk for HIV infection. Am J Reprod Immunol 2024; 91:e13845. [PMID: 38720636 PMCID: PMC11410097 DOI: 10.1111/aji.13845] [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: 08/31/2023] [Revised: 03/24/2024] [Accepted: 04/03/2024] [Indexed: 08/29/2024] Open
Abstract
PROBLEM Bacterial vaginosis (BV) disproportionally impacts Black and Hispanic women, placing them at risk for HIV, sexually transmitted infections and preterm birth. It is unknown whether there are differences by genetic ancestry in BV risk or whether polymorphisms associated with BV risk differ by ancestry. METHODS Women's Interagency HIV Study (WIHS) participants with longitudinal Nugent scores were dichotomized as having (n = 319, Nugent 7-10) or not having BV (n = 367, Nugent 0-3). Genetic ancestry was defined by clustering of principal components from ancestry informative markers and further stratified by BV status. 627 single nucleotide polymorphisms (SNPs) across 41 genes important in mucosal defense were identified in the WIHS GWAS. A logistic regression analysis was adjusted for nongenetic predictors of BV and self-reported race/ethnicity to assess associations between genetic ancestry and genotype. RESULTS Self-reported race and genetic ancestry were associated with BV risk after adjustment for behavioral factors. Polymorphisms in mucosal defense genes including syndecans, cytokines and toll-like receptors (TLRs) were associated with BV in all ancestral groups. CONCLUSIONS The common association of syndecan, cytokine and TLR genes and the importance of immune function and inflammatory pathways in BV, suggests these should be targeted for further research on BV pathogenesis and therapeutics.
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Affiliation(s)
- Kerry Murphy
- Departments of Medicine, Albert Einstein College of Medicine, Bronx, NY, United States of America
- Microbiology and Immunology, Albert Einstein College of Medicine, Bronx, NY, United States of America
| | - Quihu Shi
- School of Health Sciences and Practice, New York Medical College, Valhalla, New York, United States of America
| | - Donald R. Hoover
- Department of Statistics and Institute for Health, Health Care Policy and Aging Research Rutgers the State University of New Jersey, Piscataway, NJ, United States of America
| | - Adaora A. Adimora
- Department of Medicine, UNC School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC. United States of America
| | - Maria L. Alcaide
- Department of Medicine, Obstetrics & Gynecology and Public Health, University of Miami Miller School of Medicine
| | - Susan Brockmann
- State University of New York, Health Sciences Center, Brooklyn, NY
| | | | - Priya Duggal
- Department of Epidemiology and International Health, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD
| | | | - Jodie A. Dionne
- Department of Medicine, University of Alabama at Birmingham, Birmingham, Alabama
| | - Anandi N. Sheth
- Department of Medicine, Division of Infectious Diseases, Emory University School of Medicine, Atlanta, GA, United States of America
| | - Marla J. Keller
- Departments of Medicine, Albert Einstein College of Medicine, Bronx, NY, United States of America
- Obstetrics & Gynecology and Women’s Health, Albert Einstein College of Medicine, Bronx, NY, United States of America
| | - Betsy C. Herold
- Microbiology and Immunology, Albert Einstein College of Medicine, Bronx, NY, United States of America
- Pediatrics, Albert Einstein College of Medicine, Bronx, NY, United States of America
| | - Kathryn Anastos
- Departments of Medicine, Albert Einstein College of Medicine, Bronx, NY, United States of America
- Obstetrics & Gynecology and Women’s Health, Albert Einstein College of Medicine, Bronx, NY, United States of America
- Epidemiology & Population Health, Albert Einstein College of Medicine, Bronx, NY, United States of America
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12
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Luo J, Chen T, Chen Y, Huang ZM, Li XJ, Chen HK, Huang YQ, Guo XG. The association between homocysteine and bacterial vaginosis: results from NHANES 2001-2004. Sci Rep 2023; 13:21388. [PMID: 38049434 PMCID: PMC10695932 DOI: 10.1038/s41598-023-45494-5] [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: 01/10/2023] [Accepted: 10/20/2023] [Indexed: 12/06/2023] Open
Abstract
Although no study has directly shown the relationship between bacterial vaginosis (BV) and homocysteine (HCY), we still found some association between these two through extensive literature and data analysis. BV score was calculated by Nugent's method, less than equal to 6 is negative and greater than equal to 7 is positive. This article describes interrelationships we mined from data extracted by NHANES regarding BV and HCY under multiple covariates. We used two cycles of NHANES 2001-2002 and 2003-2004 in our study. We included 2398 participants in our study who recently completed the interview and the MEC tests. By investigating the relationship between BV and HCY under multivariate conditions, multiple linear regression analysis was performed. These factors may have influenced the results, such as ethnicity, age, education level, body mass index (BMI), etc. Serum vitamin B12, ferritin, percentage of segmented centrioles, and number of segmented centrioles were selected as potential covariates in our study. We observed that both the coarse model and the two adjusted models showed a high correlation between HCY and BV, and the correlation was positive. In the coarse model, OR = 1.26, 95% confidence interval (CI) 1.10, 1.44, P = 0.0018); HCY was positively correlated with BV (OR = 1.19, 95% confidence interval (CI) 1.05, 1.34, P = 0.0121). Multiple linear regression analysis was used to investigate the connection between BV and HCY under multivariate settings. The results of this study indicate that HCY is positively associated with the prevalence of BV and may play an important role in the prevention and management of BV.
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Affiliation(s)
- Jing Luo
- Department of Clinical Laboratory Medicine, Guangdong Provincial Key Laboratory of Major Obstetric Diseases; Guangdong Provincial Clinical Research Center for Obstetrics and Gynecology, The Third Affiliated Hospital of Guangzhou Medical University, Guangzhou, 510150, China
- Department of Clinical Medicine, The Third Clinical School of Guangzhou Medical University, Guangzhou, 510180, China
| | - Tong Chen
- Department of Clinical Laboratory Medicine, Guangdong Provincial Key Laboratory of Major Obstetric Diseases; Guangdong Provincial Clinical Research Center for Obstetrics and Gynecology, The Third Affiliated Hospital of Guangzhou Medical University, Guangzhou, 510150, China
- Department of Clinical Medicine, The Third Clinical School of Guangzhou Medical University, Guangzhou, 510180, China
| | - Yue Chen
- Department of Clinical Laboratory Medicine, Guangdong Provincial Key Laboratory of Major Obstetric Diseases; Guangdong Provincial Clinical Research Center for Obstetrics and Gynecology, The Third Affiliated Hospital of Guangzhou Medical University, Guangzhou, 510150, China
- Department of Anesthesiology, The Second Clinical School of Guangzhou Medical University Guangzhou, Guangzhou, 510260, China
| | - Ze-Min Huang
- Department of Clinical Laboratory Medicine, Guangdong Provincial Key Laboratory of Major Obstetric Diseases; Guangdong Provincial Clinical Research Center for Obstetrics and Gynecology, The Third Affiliated Hospital of Guangzhou Medical University, Guangzhou, 510150, China
- Department of Clinical Medicine, The Third Clinical School of Guangzhou Medical University, Guangzhou, 510180, China
| | - Xiu-Juan Li
- Department of Clinical Laboratory Medicine, Guangdong Provincial Key Laboratory of Major Obstetric Diseases; Guangdong Provincial Clinical Research Center for Obstetrics and Gynecology, The Third Affiliated Hospital of Guangzhou Medical University, Guangzhou, 510150, China
- Department of Clinical Medicine, The Third Clinical School of Guangzhou Medical University, Guangzhou, 510180, China
| | - Hao-Kai Chen
- Department of Clinical Laboratory Medicine, Guangdong Provincial Key Laboratory of Major Obstetric Diseases; Guangdong Provincial Clinical Research Center for Obstetrics and Gynecology, The Third Affiliated Hospital of Guangzhou Medical University, Guangzhou, 510150, China
- Department of Clinical Medicine, The Third Clinical School of Guangzhou Medical University, Guangzhou, 510180, China
| | - Yi-Qi Huang
- Department of Clinical Laboratory Medicine, Guangdong Provincial Key Laboratory of Major Obstetric Diseases; Guangdong Provincial Clinical Research Center for Obstetrics and Gynecology, The Third Affiliated Hospital of Guangzhou Medical University, Guangzhou, 510150, China
- Department of Clinical Medicine, The Third Clinical School of Guangzhou Medical University, Guangzhou, 510180, China
| | - Xu-Guang Guo
- Department of Clinical Laboratory Medicine, Guangdong Provincial Key Laboratory of Major Obstetric Diseases; Guangdong Provincial Clinical Research Center for Obstetrics and Gynecology, The Third Affiliated Hospital of Guangzhou Medical University, Guangzhou, 510150, China.
- Department of Clinical Medicine, The Third Clinical School of Guangzhou Medical University, Guangzhou, 510180, China.
- Guangdong Provincial Key Laboratory of Major Obstetric Diseases, The Third Affiliated Hospital of Guangzhou Medical University, Guangzhou, 510150, China.
- Key Laboratory of Reproduction and Genetics of Guangdong Higher Education Institutes, The Third Affiliated Hospital of Guangzhou Medical University, Guangzhou, 510150, China.
- Guangzhou Key Laboratory for Clinical Rapid Diagnosis and Early Warning of Infectious Diseases, KingMed School of Laboratory Medicine, Guangzhou Medical University, Guangzhou, 511436, China.
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13
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Zou X, Nakura Y, Kawaguchi H, Nishiumi F, Wu HN, Yanagihara I. Comparison of databases useful for the analysis of vaginal microbiota in Japanese women using next-generation sequencing data (QIIME 2 software). J Appl Microbiol 2023; 134:lxad283. [PMID: 38012110 DOI: 10.1093/jambio/lxad283] [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: 05/31/2023] [Revised: 11/17/2023] [Accepted: 11/24/2023] [Indexed: 11/29/2023]
Abstract
AIMS Approximately 10% of children are born prematurely, and bacterial vaginosis during pregnancy is associated with preterm delivery. Highly accurate species-level vaginal microflora analysis helps control bacteria-induced preterm birth. Therefore, we aimed to conduct a bioinformatic analysis of gene sequences using 16S databases and compare their efficacy in comprehensively identifying potentially pathogenic vaginal microbiota in Japanese women. METHODS AND RESULTS The 16 s rRNA databases, Silva, Greengenes, and the basic local alignment search tool (BLAST) were compared to determine whether the classification quality could be improved using the V3-V4 region next-generation sequencing (NGS) sequences. It was found that NGS data were aligned using the BLAST database with the QIIME 2 platform, whose classification quality was higher than that of Silva, and the combined Silva and Greengenes databases based on the mutual complementarity of the two databases. CONCLUSIONS The reference database selected during the bioinformatic processing influenced the recognized sequence percentage, taxonomic rankings, and accuracy. This study showed that the BLAST database was the best choice for NGS data analysis of Japanese women's vaginal microbiota.
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Affiliation(s)
- Xianya Zou
- Department of Developmental Medicine, Research Institute, Osaka Women's and Children's Hospital, 840 Murodo-cho, Izumi City, Osaka 594-1101, Japan
- Department of Pediatric and Neonatal-Perinatal Research, Graduate School of Medicine, Osaka University, 1-1 Yamadaoka, Suita City, Osaka 565-0871, Japan
| | - Yukiko Nakura
- Department of Developmental Medicine, Research Institute, Osaka Women's and Children's Hospital, 840 Murodo-cho, Izumi City, Osaka 594-1101, Japan
| | - Haruna Kawaguchi
- Department of Developmental Medicine, Research Institute, Osaka Women's and Children's Hospital, 840 Murodo-cho, Izumi City, Osaka 594-1101, Japan
- Department of Obstetrics, Osaka Women's and Children's Hospital, 840 Murodo-cho, Izumi City, Osaka 594-1101, Japan
| | - Fumiko Nishiumi
- Department of Developmental Medicine, Research Institute, Osaka Women's and Children's Hospital, 840 Murodo-cho, Izumi City, Osaka 594-1101, Japan
| | - Heng Ning Wu
- Department of Developmental Medicine, Research Institute, Osaka Women's and Children's Hospital, 840 Murodo-cho, Izumi City, Osaka 594-1101, Japan
| | - Itaru Yanagihara
- Department of Developmental Medicine, Research Institute, Osaka Women's and Children's Hospital, 840 Murodo-cho, Izumi City, Osaka 594-1101, Japan
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14
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Mejia ME, Mercado-Evans V, Zulk JJ, Ottinger S, Ruiz K, Ballard MB, Fowler SW, Britton RA, Patras KA. Vaginal microbial dynamics and pathogen colonization in a humanized microbiota mouse model. NPJ Biofilms Microbiomes 2023; 9:87. [PMID: 37985659 PMCID: PMC10661851 DOI: 10.1038/s41522-023-00454-9] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2023] [Accepted: 11/06/2023] [Indexed: 11/22/2023] Open
Abstract
Vaginal microbial composition is associated with differential risk of urogenital infection. Although Lactobacillus spp. are thought to confer protection against infection, the lack of in vivo models resembling the human vaginal microbiota remains a prominent barrier to mechanistic discovery. Using 16S rRNA amplicon sequencing of C57BL/6J female mice, we found that vaginal microbial composition varies within and between colonies across three vivaria. Noting vaginal microbial plasticity in conventional mice, we assessed the vaginal microbiome of humanized microbiota mice (HMbmice). Like the community structure in conventional mice, HMbmice vaginal microbiota clustered into community state types but, uniquely, HMbmice communities were frequently dominated by Lactobacillus or Enterobacteriaceae. Compared to conventional mice, HMbmice were less susceptible to uterine ascension by urogenital pathobionts group B Streptococcus (GBS) and Prevotella bivia. Although Escherichia and Lactobacillus both correlated with the absence of uterine GBS, vaginal pre-inoculation with exogenous HMbmouse-derived E. coli, but not Ligilactobacillus murinus, reduced vaginal GBS burden. Overall, HMbmice serve as a useful model to elucidate the role of endogenous microbes in conferring protection against urogenital pathogens.
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Affiliation(s)
- Marlyd E Mejia
- Department of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, TX, USA
| | - Vicki Mercado-Evans
- Department of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, TX, USA
- Medical Scientist Training Program, Baylor College of Medicine, Houston, TX, USA
| | - Jacob J Zulk
- Department of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, TX, USA
| | - Samantha Ottinger
- Department of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, TX, USA
| | - Korinna Ruiz
- Department of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, TX, USA
| | - Mallory B Ballard
- Department of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, TX, USA
| | - Stephanie W Fowler
- Department of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, TX, USA
- Center for Comparative Medicine, Baylor College of Medicine, Houston, TX, USA
| | - Robert A Britton
- Department of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, TX, USA
- Alkek Center for Metagenomics and Microbiome Research, Baylor College of Medicine, Houston, TX, USA
| | - Kathryn A Patras
- Department of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, TX, USA.
- Alkek Center for Metagenomics and Microbiome Research, Baylor College of Medicine, Houston, TX, USA.
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15
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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: 8] [Impact Index Per Article: 4.0] [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.
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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.
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16
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Biswas R, Thoma M, Kong X. Functional data analysis to characterize disease patterns in frequent longitudinal data: application to bacterial vaginal microbiota patterns using weekly Nugent scores and identification of pattern-specific risk factors. BMC Med Res Methodol 2023; 23:251. [PMID: 37884907 PMCID: PMC10604810 DOI: 10.1186/s12874-023-02063-8] [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: 01/30/2023] [Accepted: 10/10/2023] [Indexed: 10/28/2023] Open
Abstract
BACKGROUND Technology advancement has allowed more frequent monitoring of biomarkers. The resulting data structure entails more frequent follow-ups compared to traditional longitudinal studies where the number of follow-up is often small. Such data allow explorations of the role of intra-person variability in understanding disease etiology and characterizing disease processes. A specific example was to characterize pathogenesis of bacterial vaginosis (BV) using weekly vaginal microbiota Nugent assay scores collected over 2 years in post-menarcheeal women from Rakai, Uganda, and to identify risk factors for each vaginal microbiota pattern to inform epidemiological and etiological understanding of the pathogenesis of BV. METHODS We use a fully data-driven approach to characterize the longitudinal patters of vaginal microbiota by considering the densely sampled Nugent scores to be random functions over time and performing dimension reduction by functional principal components. Extending a current functional data clustering method, we use a hierarchical functional clustering framework considering multiple data features to help identify clinically meaningful patterns of vaginal microbiota fluctuations. Additionally, multinomial logistic regression was used to identify risk factors for each vaginal microbiota pattern to inform epidemiological and etiological understanding of the pathogenesis of BV. RESULTS Using weekly Nugent scores over 2 years of 211 sexually active and post-menarcheal women in Rakai, four patterns of vaginal microbiota variation were identified: persistent with a BV state (high Nugent scores), persistent with normal ranged Nugent scores, large fluctuation of Nugent scores which however are predominantly in the BV state; large fluctuation of Nugent scores but predominantly the scores are in the normal state. Higher Nugent score at the start of an interval, younger age group of less than 20 years, unprotected source for bathing water, a woman's partner's being not circumcised, use of injectable/Norplant hormonal contraceptives for family planning were associated with higher odds of persistent BV in women. CONCLUSION The hierarchical functional data clustering method can be used for fully data driven unsupervised clustering of densely sampled longitudinal data to identify clinically informative clusters and risk-factors associated with each cluster.
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Affiliation(s)
| | - Marie Thoma
- University of Maryland, College Park, MD, USA
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17
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Muzny CA, Sobel JD. Understanding and Preventing Recurring Bacterial Vaginosis: Important Considerations for Clinicians. Int J Womens Health 2023; 15:1317-1325. [PMID: 37581202 PMCID: PMC10423565 DOI: 10.2147/ijwh.s383333] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2023] [Accepted: 07/29/2023] [Indexed: 08/16/2023] Open
Abstract
Bacterial vaginosis (BV) is the most common vaginal infection worldwide. It is associated with an increased risk of acquisition of HIV and other sexually transmitted infections (STIs) as well as pelvic inflammatory disease and adverse birth outcomes. During BV, a polymicrobial biofilm forms on the surface of the vaginal mucosa. However, the exact etiology of BV remains controversial which has impeded significant advances in diagnosis, treatment, and prevention. Despite 30-day cure rates approaching 80% in BV-infected women treated with 7 days of oral metronidazole, recurrence within 12 months is common. This article provides a current review of the epidemiology, pathogenesis, diagnosis, and treatment of recurrent BV for practicing clinicians who commonly see women with this recurrent vaginal infection. Regarding management, we focus primarily on antimicrobial measures that may be effective. Future areas of research in this field are also discussed.
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Affiliation(s)
- Christina A Muzny
- Division of Infectious Diseases, Department of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Jack D Sobel
- Division of Infectious Diseases, Department of Medicine, Wayne State University, Detroit, MI, USA
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18
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Bhandari P, Tingley J, Abbott DW, Hill JE. Glycogen-Degrading Activities of Catalytic Domains of α-Amylase and α-Amylase-Pullulanase Enzymes Conserved in Gardnerella spp. from the Vaginal Microbiome. J Bacteriol 2023; 205:e0039322. [PMID: 36744900 PMCID: PMC9945562 DOI: 10.1128/jb.00393-22] [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: 10/17/2022] [Accepted: 01/18/2023] [Indexed: 02/07/2023] Open
Abstract
Gardnerella spp. are associated with bacterial vaginosis in which normally dominant lactobacilli are replaced with facultative and anaerobic bacteria, including Gardnerella spp. Co-occurrence of multiple species of Gardnerella is common in the vagina, and competition for nutrients such as glycogen likely contributes to the differential abundances of Gardnerella spp. Glycogen must be digested into smaller components for uptake, a process that depends on the combined action of glycogen-degrading enzymes. In this study, the ability of culture supernatants of 15 isolates of Gardnerella spp. to produce glucose, maltose, maltotriose, and maltotetraose from glycogen was demonstrated. Carbohydrate-active enzymes (CAZymes) were identified bioinformatically in Gardnerella proteomes using dbCAN2. Identified proteins included a single-domain α-amylase (EC 3.2.1.1) (encoded by all 15 isolates) and an α-amylase-pullulanase (EC 3.2.1.41) containing amylase, carbohydrate binding modules, and pullulanase domains (14/15 isolates). To verify the sequence-based functional predictions, the amylase and pullulanase domains of the α-amylase-pullulanase and the single-domain α-amylase were each produced in Escherichia coli. The α-amylase domain from the α-amylase-pullulanase released maltose, maltotriose, and maltotetraose from glycogen, and the pullulanase domain released maltotriose from pullulan and maltose from glycogen, demonstrating that the Gardnerella α-amylase-pullulanase is capable of hydrolyzing α-1,4 and α-1,6 glycosidic bonds. Similarly, the single-domain α-amylase protein also produced maltose, maltotriose, and maltotetraose from glycogen. Our findings show that Gardnerella spp. produce extracellular amylase enzymes as "public goods" that can digest glycogen into maltose, maltotriose, and maltotetraose that can be used by the vaginal microbiota. IMPORTANCE Increased abundance of Gardnerella spp. is a diagnostic characteristic of bacterial vaginosis, an imbalance in the human vaginal microbiome associated with troubling symptoms, and negative reproductive health outcomes, including increased transmission of sexually transmitted infections and preterm birth. Competition for nutrients is likely an important factor in causing dramatic shifts in the vaginal microbial community, but little is known about the contribution of bacterial enzymes to the metabolism of glycogen, a major food source available to vaginal bacteria. The significance of our research is characterizing the activity of enzymes conserved in Gardnerella species that contribute to the ability of these bacteria to utilize glycogen.
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Affiliation(s)
- Pashupati Bhandari
- Department of Veterinary Microbiology, University of Saskatchewan, Saskatoon, Saskatchewan, Canada
| | - Jeffrey Tingley
- Lethbridge Research and Development Centre, Agriculture and Agri-Food Canada, Lethbridge, Alberta, Canada
| | - D. Wade Abbott
- Lethbridge Research and Development Centre, Agriculture and Agri-Food Canada, Lethbridge, Alberta, Canada
| | - Janet E. Hill
- Department of Veterinary Microbiology, University of Saskatchewan, Saskatoon, Saskatchewan, Canada
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Mejia ME, Mercado-Evans V, Zulk JJ, Ottinger S, Ruiz K, Ballard MB, Britton RA, Patras KA. Vaginal microbial dynamics and pathogen colonization in a humanized microbiota mouse model. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.02.09.527909. [PMID: 36798217 PMCID: PMC9934685 DOI: 10.1101/2023.02.09.527909] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/11/2023]
Abstract
Vaginal microbiota composition is associated with differential risk of urogenital infection. Although vaginal Lactobacillus spp. are thought to confer protection through acidification, bacteriocin production, and immunomodulation, lack of an in vivo model system that closely resembles the human vaginal microbiota remains a prominent barrier to mechanistic discovery. We performed 16S rRNA amplicon sequencing of wildtype C57BL/6J mice, commonly used to study pathogen colonization, and found that the vaginal microbiome composition varies highly both within and between colonies from three distinct vivaria. Because of the strong influence of environmental exposure on vaginal microbiome composition, we assessed whether a humanized microbiota mouse ( HMb mice) would model a more human-like vaginal microbiota. Similar to humans and conventional mice, HMb mice vaginal microbiota clustered into five community state types ( h mCST). Uniquely, HMb mice vaginal communities were frequently dominated by Lactobacilli or Enterobacteriaceae . Compared to genetically-matched conventional mice, HMb mice were less susceptible to uterine ascension by urogenital pathobionts group B Streptococcus (GBS) and Prevotella bivia , but no differences were observed with uropathogenic E. coli . Specifically, vaginal Enterobacteriaceae and Lactobacillus were associated with the absence of uterine GBS. Anti-GBS activity of HMb mice vaginal E. coli and L. murinus isolates, representing Enterobacteriaceae and Lactobacillus respectively, were characterized in vitro and in vivo . Although L. murinus reduced GBS growth in vitro , vaginal pre-inoculation with HMb mouse-derived E. coli , but not L. murinus , conferred protection against vaginal GBS burden. Overall, the HMb mice are an improved model to elucidate the role of endogenous microbes in conferring protection against urogenital pathogens. IMPORTANCE An altered vaginal microbiota, typically with little to no levels of Lactobacillus , is associated with increased susceptibility to urogenital infections, although mechanisms driving this vulnerability are not fully understood. Despite known inhibitory properties of Lactobacillus against urogenital pathogens, clinical studies with Lactobacillus probiotics have shown mixed success. In this study, we characterize the impact of the vaginal microbiota on urogenital pathogen colonization using a humanized microbiota mouse model that more closely mimics the human vaginal microbiota. We found several vaginal bacterial taxa that correlated with reduced pathogen levels but showed discordant effects in pathogen inhibition between in vitro and in vivo assays. We propose that this humanized microbiota mouse platform is an improved model to describe the role of the vaginal microbiota in protection against urogenital pathogens. Furthermore, this model will be useful in testing efficacy of new probiotic strategies in the complex vaginal environment.
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20
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Waltmann A, Thomas C, Duncan JA. The role of the genital microbiota in the acquisition and pathogenesis of sexually transmitted infections. Curr Opin Infect Dis 2023; 36:35-48. [PMID: 36729748 PMCID: PMC10500551 DOI: 10.1097/qco.0000000000000893] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
PURPOSE OF REVIEW There are an estimated 374 million new sexually transmitted infections (STIs) worldwide every year. Our review article examines the current evidence of how STI acquisition, transmission, and pathogenesis is impacted upon by the genital microbiota, with a focus on epidemiological, biochemical, and immunological features. RECENT FINDINGS At least in women, a genital microbiota dominated by lactobacilli has long been considered optimal for reproductive health, while depletion of lactobacilli may lead to a genital microenvironment dominated by anaerobic pathogens, which can manifest clinically as bacterial vaginosis. Recent research efforts have characterized genital microbiota composition in greater resolution, sometimes at species-level, using proteomics, metabolomics, and deep sequencing. This has enhanced our understanding of how specific microbiota members influence acquisition or clinical manifestation of STI pathogen infection. Other advances include a steady, though still slow, increase in the number of studies that sought to determine the genital (penile or urethral) microbiota of males and how it may impact that of their female partners' genital microbiota and risk of STI acquisition. Altogether, these data enabled us to explore the concept that genital microbiota may be sexually transmitted and influence pathogenesis and clinical presentation of other STI. SUMMARY With STI infection rates increasing worldwide, it is important now more than ever to find novel STI prevention strategies. Understanding if and how the genital microbiota is a modifiable risk factor for STI transmission, acquisition, and clinical manifestation may prove to be an important strategy in our efforts to curb morbidity in at risk populations.
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Affiliation(s)
- Andreea Waltmann
- Division of Infectious Diseases, Department of Medicine, School of Medicine, University of North Carolina, Chapel Hill, NC, United States
- Institute for Global Health & Infectious Diseases, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Cynthia Thomas
- Graduate Program, Department of Microbiology and Immunology, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Joseph A Duncan
- Division of Infectious Diseases, Department of Medicine, School of Medicine, University of North Carolina, Chapel Hill, NC, United States
- Institute for Global Health & Infectious Diseases, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
- Department of Pharmacology, School of Medicine, University of North Carolina, Chapel Hill, NC, United States
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
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21
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Aranha C, Goriwale M, Begum S, Gawade S, Bhor V, Patil AD, Munne K, Bansal V, Tandon D. Evaluation of cytokine profile in cervicovaginal lavage specimens of women having asymptomatic reproductive tract infections. J OBSTET GYNAECOL 2022; 42:3106-3111. [PMID: 35920391 DOI: 10.1080/01443615.2022.2106555] [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: 01/11/2023]
Abstract
Reproductive tract infections (RTIs) such as vaginal candidiasis and bacterial vaginosis (BV) are common among sexually active women and can be both symptomatic or asymptomatic. The microbiota of the reproductive tract triggers immune response at the cervicovaginal interface resulting in secretion of cytokines during the course of these RTIs. The objective of this study was to evaluate the cytokine profile in cervicovaginal lavage of women having asymptomatic vaginal infections. Measurement of vaginal cytokines was done for various interleukins including IL-1β, IL-6, IL-8, IL-10, IL-12/IL23p40, IL-17A, tumour necrosis factor alpha (TNF-α) and interferon gamma (IFN-γ) by ProcartaPlex™ Multiplex Immunoassay. Women having vaginal Candida infection had increased concentration of IL-1β (p=.01), IL-6 (p=.007), IL-8 (p=.327), IL-12/IL23p40 (p=.049) and IFN-γ (p=.125). The results of our study suggest that evaluation of these cytokines could be explored as an additional measure to determine host inflammatory response in women having asymptomatic vaginal candidiasis.Impact StatementWhat is already known on this subject? Studies assessing the vaginal cytokine profile to assess the vaginal milieu in various cohorts such as post-menopausal women, pregnant women, women with history of preterm birth, CIN and scheduled IVF cycle are being undertaken. Variable cytokine response has been reported in literature in women with symptomatic bacterial vaginosis and Candida infection. However, much less is known about vaginal cytokine profile in asymptomatic infection.What do the results of this study add? The results of the study show increased concentration of the pro-inflammatory cytokines IL-1β, IL-6 IL-8, IL-12/IL23p40 and interferon gamma (IFN-γ) in women having asymptomatic Candida, vaginal leucocytosis and raised vaginal pH.What are the implications of these findings for clinical practice and/or further research? Evaluation of vaginal cytokine profile (IL-1β, IL-6 IL-8, IL-1β, IL-12/IL23p40 and IFN-γ) could be explored as an additional measure to determine inflammation in asymptomatic women. Vaginal cytokines (IL-1β, IL-6 IL-8, IL-1β, IL-12/IL23p40 and IFN-γ) could be used further for development of a point of care test.
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Affiliation(s)
- Clara Aranha
- Molecular Immunology and Microbiology, ICMR-National Institute for Research in Reproductive Health (NIRRH), Mumbai, India
| | - Mayuri Goriwale
- Department of Clinical Research, ICMR-National Institute for Research in Reproductive Health (NIRRH), Mumbai, India
| | - Shahina Begum
- Department of Biostatistics, ICMR-National Institute for Research in Reproductive Health (NIRRH), Mumbai, India
| | - Sheetal Gawade
- Department of Clinical Research, ICMR-National Institute for Research in Reproductive Health (NIRRH), Mumbai, India
| | - Vikrant Bhor
- Molecular Immunology and Microbiology, ICMR-National Institute for Research in Reproductive Health (NIRRH), Mumbai, India
| | - Anushree D Patil
- Department of Clinical Research, ICMR-National Institute for Research in Reproductive Health (NIRRH), Mumbai, India
| | - Kiran Munne
- Department of Clinical Research, ICMR-National Institute for Research in Reproductive Health (NIRRH), Mumbai, India
| | - Vandana Bansal
- Department of Gynecology, Nowrosjee Wadia Maternity Hospital, Mumbai, India
| | - Deepti Tandon
- Department of Clinical Research, ICMR-National Institute for Research in Reproductive Health (NIRRH), Mumbai, India
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22
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Zhang R, Liu Z, Zhang Y, Zhang D, Liao Q. Natural progress history of asymptomatic bacterial vaginosis in Chinese Han women and associated risk factors. Postgrad Med 2022; 134:659-667. [PMID: 35968669 DOI: 10.1080/00325481.2022.2113286] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/15/2022]
Abstract
OBJECTIVE Asymptomatic bacterial vaginosis (aBV) is prevalent in the general population, while a previous study only investigated the natural history of aBV in women at high-risk. This stage study was to investigate the natural history of aBV in Chinese Han women at general risk and examine risk factors associated with different outcomes. METHODS Women of reproductive age with aBV were enrolled and prospectively followed up with for four months. Participants were classified into one of three outcomes: progress, self-cure or no-change. Univariate and multivariate analyses were used to determine the association between potential risk factors and outcomes. RESULTS A total of 3420 subjects were screened and 1014 women with aBV were enrolled. Eventually, 984 participants completed the study, with 30 patients dropped out. Among the 984 cases, 42 cases self-cured spontaneously, while 433 cases progressed and 509 cases did not change significantly. Of the 433 cases that progressed, several types of mixed infections were observed in addition to 196 symptomatic bacterial vaginosis. According to univariate analysis, frequent travel (OR, 95% CI, 2.73 [2.09 ~ 3.55]) and history of bacterial vaginosis (BV) (5.47, [4.15 ~ 7.21]) exhibited significant associations with aBV progression, while condom contraception (0.46 [0.36 ~ 0.61]) and lower Nugent score (0.49, [0.37 ~ 0.64]) demonstrated protective effects for self-cure. According to multivariate regression analysis, the risk factors for aBV progression were history of BV (6.67, [4.86 ~ 9.15]) and frequent travel (3.57, 2.59 ~ 4.92). Condom contraception (0.36, 0.26 ~ 0.49) exhibited a protective effect against aBV progression. CONCLUSION Without intervention, a large proportion of aBV would progress, compared to the very few patients whose aBV self-cured spontaneously. It is necessary to clinically intervene aBV patients. Condom utilization can be used as an effective method to improve the outcome of aBV.
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Affiliation(s)
- Rui Zhang
- Department of Obstetrics & Gynecology, Peking University First Hospital, Beijing, China
| | - Zhaohui Liu
- Department of Obstetrics & Gynecology, Beijing Obstetrics and Gynecology Hospital, Beijing, China
| | - Yan Zhang
- Department of Obstetrics & Gynecology, Peking University First Hospital, Beijing, China
| | - Dai Zhang
- Department of Obstetrics & Gynecology, Peking University First Hospital, Beijing, China
| | - Qinping Liao
- Department of Obstetrics & Gynecology, Beijing Tsinghua Changgung Hospital, Beijing, China
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23
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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: 156] [Impact Index Per Article: 52.0] [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.
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24
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Lingani M, Zango SH, Valéa I, Bonko MDA, Samadoulougou SO, Rouamba T, Tahita MC, Sanou M, Robert A, Tinto H, Donnen P, Dramaix M. Malaria and curable sexually transmitted and reproductive tract coinfection among pregnant women in rural Burkina Faso. Trop Med Health 2021; 49:90. [PMID: 34736524 PMCID: PMC8567650 DOI: 10.1186/s41182-021-00381-5] [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: 08/04/2021] [Accepted: 10/27/2021] [Indexed: 11/11/2022] Open
Abstract
Background Malaria and sexually transmitted/reproductive tract infections (STI/RTI) are leading and preventable causes of low birthweight in sub-Saharan Africa. Reducing their impact on pregnancy outcomes requires efficient interventions that can be easily integrated into the antenatal care package. The paucity of data on malaria and STI/RTI coinfection, however, limits efforts to control these infections. This study aimed to determine the prevalence and associated factors of malaria and STI/RTI coinfection among pregnant women in rural Burkina Faso.
Methods A cross-sectional survey was conducted among 402 pregnant women attending antenatal clinics at the Yako health district. Sociodemographic and behavioral data were collected, and pregnant women were tested for peripheral malaria by microscopy. Hemoglobin levels were also measured by spectrophotometry and curable bacterial STI/RTI were tested on cervico-vaginal swabs using rapid diagnostic test for chlamydia and syphilis, and Gram staining for bacterial vaginosis. A multivariate logistic regression model was used to assess the association of malaria and STI/RTI coinfection with the characteristics of included pregnant women.
Results The prevalence of malaria and at least one STI/RTI coinfection was 12.9% (95% confidence interval, CI: [9.8–16.7]), malaria and bacterial vaginosis coinfection was 12.2% (95% CI: [9.3–15.9]), malaria and chlamydial coinfection was 1.6% (95% CI: [0.6–3.8]). No coinfection was reported for malaria and syphilis. The individual prevalence was 17.2%, 7.2%, 0.6%, 67.7% and 73.3%, respectively, for malaria infection, chlamydia, syphilis, bacterial vaginosis and STI/RTI combination. Only 10% of coinfections were symptomatic, and thus, 90% of women with coinfection would have been missed by the symptoms-based diagnostic approach. In the multivariate analysis, the first pregnancy (aOR = 2.4 [95% CI: 1.2–4.7]) was the only factor significantly associated with malaria and STI/RTI coinfection. Clinical symptoms were not associated with malaria and STI/RTI coinfection. Conclusion The prevalence of malaria and curable STI/RTI coinfection was high among pregnant women. The poor performance of the clinical symptoms to predict coinfection suggests that alternative interventions are needed.
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Affiliation(s)
- Moussa Lingani
- École de Santé Publique, Université Libre de Bruxelles, Bruxelles, Belgique. .,Institut de Recherche en Sciences de la Santé/Direction Régionale du Centre Ouest (IRSS/DRCO), Nanoro, Burkina Faso.
| | - Serge H Zango
- Institut de Recherche en Sciences de la Santé/Direction Régionale du Centre Ouest (IRSS/DRCO), Nanoro, Burkina Faso.,Epidemiology and Biostatistics Research Division, Institut de Recherche Expérimentale et Clinique, Université Catholique de Louvain, Bruxelles, Belgique
| | - Innocent Valéa
- Institut de Recherche en Sciences de la Santé/Direction Régionale du Centre Ouest (IRSS/DRCO), Nanoro, Burkina Faso
| | - Massa Dit A Bonko
- Institut de Recherche en Sciences de la Santé/Direction Régionale du Centre Ouest (IRSS/DRCO), Nanoro, Burkina Faso
| | - Sékou O Samadoulougou
- Evaluation Platform On Obesity Prevention, Quebec Heart and Lung Institute Research Center, Quebec, Canada
| | - Toussaint Rouamba
- Institut de Recherche en Sciences de la Santé/Direction Régionale du Centre Ouest (IRSS/DRCO), Nanoro, Burkina Faso
| | - Marc C Tahita
- Institut de Recherche en Sciences de la Santé/Direction Régionale du Centre Ouest (IRSS/DRCO), Nanoro, Burkina Faso
| | - Maïmouna Sanou
- Institut de Recherche en Sciences de la Santé/Direction Régionale du Centre Ouest (IRSS/DRCO), Nanoro, Burkina Faso
| | - Annie Robert
- Epidemiology and Biostatistics Research Division, Institut de Recherche Expérimentale et Clinique, Université Catholique de Louvain, Bruxelles, Belgique
| | - Halidou Tinto
- Institut de Recherche en Sciences de la Santé/Direction Régionale du Centre Ouest (IRSS/DRCO), Nanoro, Burkina Faso
| | - Philippe Donnen
- École de Santé Publique, Université Libre de Bruxelles, Bruxelles, Belgique
| | - Michèle Dramaix
- École de Santé Publique, Université Libre de Bruxelles, Bruxelles, Belgique
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25
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Vodstrcil LA, Muzny CA, Plummer EL, Sobel JD, Bradshaw CS. Bacterial vaginosis: drivers of recurrence and challenges and opportunities in partner treatment. BMC Med 2021; 19:194. [PMID: 34470644 PMCID: PMC8411528 DOI: 10.1186/s12916-021-02077-3] [Citation(s) in RCA: 43] [Impact Index Per Article: 10.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/18/2021] [Accepted: 07/28/2021] [Indexed: 12/16/2022] Open
Abstract
Bacterial vaginosis (BV) is the most common vaginal dysbiosis to affect women globally, yet an unacceptably high proportion of women experience BV recurrence within 6 months of recommended antibiotic therapy. The low rate of sustained cure highlights our limited understanding of the pathogenesis of BV recurrence, which has been attributed to possible persistence and re-emergence of BV-associated bacteria (BVAB) or a BV-associated biofilm following antimicrobials and/or reinfection occurring from sexual partners.There is a robust body of evidence to support the exchange of bacteria between partners during sexual activity, and while the hypothesis that women treated for BV are subsequently reinfected with BVAB following sex with an untreated sexual partner is not new, failure of past partner treatment trials has eroded confidence in this concept. If reinfection is a key driver of recurrence, current antimicrobial regimens directed to women alone are unlikely to achieve a high level of sustained cure, and the approach of partner treatment to reduce reinfection is justified. In this manuscript, we present the molecular and epidemiological evidence that underlies the hypothesis that BV is sexually transmitted, and summarise why research that continues to consider sexual partnerships is necessary. We also outline the significant barriers and challenges that we have identified while undertaking partner treatment studies, and we discuss the factors that impact on our ability to determine their effectiveness.Ultimately, the pathogenesis of BV recurrence is likely to be multifaceted and not attributable to a single mechanism in all women. If we are to achieve sustained cure for women, it is likely that combined and individualised approaches to eradicate BVAB, support an optimal vaginal microbiome, and prevent reinfection from partners will be required.
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Affiliation(s)
- Lenka A Vodstrcil
- Central Clinical School - Melbourne Sexual Health Centre, Monash University, 580 Swanston St, Carlton, Victoria, 3053, Australia.
- Melbourne Sexual Health Centre, Alfred Health, Carlton, Victoria, Australia.
- Melbourne School of Population and Global Health, The University of Melbourne, Parkville, Victoria, Australia.
| | - Christina A Muzny
- Division of Infectious Diseases, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Erica L Plummer
- Central Clinical School - Melbourne Sexual Health Centre, Monash University, 580 Swanston St, Carlton, Victoria, 3053, Australia
- Melbourne Sexual Health Centre, Alfred Health, Carlton, Victoria, Australia
| | - Jack D Sobel
- Division of Infectious Diseases, Wayne State University, Detroit, MI, USA
| | - Catriona S Bradshaw
- Central Clinical School - Melbourne Sexual Health Centre, Monash University, 580 Swanston St, Carlton, Victoria, 3053, Australia
- Melbourne Sexual Health Centre, Alfred Health, Carlton, Victoria, Australia
- Melbourne School of Population and Global Health, The University of Melbourne, Parkville, Victoria, Australia
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26
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Voropaeva NM, Belkova NL, Nemchenko JM, Grigorova EV, Danusevich IN. Microorganisms associated with bacterial vaginosis: diversity and clinical and diagnostic significance. ACTA BIOMEDICA SCIENTIFICA 2021; 6:17-30. [DOI: 10.29413/abs.2021-6.3.2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Affiliation(s)
- N. M. Voropaeva
- Federal State Public Scientific Institution Scientific Centre for Family Health
and Human Reproduction Problems
| | - N. L. Belkova
- Federal State Public Scientific Institution Scientific Centre for Family Health
and Human Reproduction Problems
| | - J. M. Nemchenko
- Federal State Public Scientific Institution Scientific Centre for Family Health
and Human Reproduction Problems
| | - E. V. Grigorova
- Federal State Public Scientific Institution Scientific Centre for Family Health
and Human Reproduction Problems
| | - I. N. Danusevich
- Federal State Public Scientific Institution Scientific Centre for Family Health
and Human Reproduction Problems
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