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Tobin NH, Brooker SL, Li F, Coombs RW, Cohn SE, Moran L, Leon M, Chotirosniramit N, Jalil EM, Chakalisa UA, Scarsi KK, Zorrilla CD, Godfrey C, Aldrovandi GM. Use of an Ethinyl Estradiol/Etonogestrel Vaginal Ring Alters Vaginal Microbial Communities in Women With HIV. J Infect Dis 2025; 231:583-594. [PMID: 39479902 PMCID: PMC11911790 DOI: 10.1093/infdis/jiae524] [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: 06/13/2024] [Revised: 10/09/2024] [Accepted: 10/23/2024] [Indexed: 11/02/2024] Open
Abstract
BACKGROUND Human immunodeficiency virus 1 (HIV-1) antiretroviral therapy (ART) alters hormonal contraceptive levels delivered via intravaginal ring (IVR) in a regimen-specific manner. We explored the role of the IVR on vaginal microbial communities, vaginal short chain fatty acids (SCFAs), vaginal HIV shedding, and the effect of vaginal microbes on hormone concentrations in cisgender women with HIV (WWH). METHODS Vaginal microbes were assessed by 16S RNA sequencing of weekly vaginal swabs, vaginal SCFA by mass spectrometry, HIV-1 shedding by nucleic acid amplification on vaginal aspirates, and bacterial vaginosis by Nugent scoring from 74 participants receiving an etonogestrel/ethinyl estradiol (ENG/EE) intravaginal ring while on no ART (n = 25), efavirenz-based ART (n = 25), or atazanavir-based ART (n = 24). RESULTS At baseline, microbial communities of the 64 substudy eligible participants robustly classified as Lactobacillus crispatus-dominant (n = 8), Lactobacillus gasseri-dominant (n = 2), Lactobacillus iners-dominant (n = 17), or mixed anaerobic communities (n = 37). During IVR therapy, there was an increased probability of Lactobacillus-dominant community state types (CSTs) (odds ratio = 1.61, P = .04). Vaginal CSTs were associated with Nugent scores. Bacterial vaginosis-associated bacteria were associated with significantly higher and L. iners with lower Nugent scores (all P adjusted <.1). Lactic acid levels were correlated with the relative abundance of Lactobacillus species (r2 = 0.574; P < .001). Vaginal shedding of HIV-1 was less common in women with L. crispatus-dominant microbiomes (P = .04). Mixed anaerobic vaginal communities modulated EE concentrations in a regimen-specific manner. CONCLUSIONS Combined ENG/EE IVR therapy was associated with an increase in Lactobacillus-dominant vaginal microbial communities in WWH and may benefit those with bacterial vaginosis. EE levels were altered by the vaginal microbiota.
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Affiliation(s)
- Nicole H Tobin
- Department of Pediatrics, University of California, Los Angeles, Los Angeles, California, USA
| | - Sarah L Brooker
- Department of Pediatrics, University of California, Los Angeles, Los Angeles, California, USA
| | - Fan Li
- Department of Pediatrics, University of California, Los Angeles, Los Angeles, California, USA
| | - Robert W Coombs
- Department of Laboratory Medicine and Pathology, University of Washington, Seattle, Washington, USA
- Department of Medicine, University of Washington, Seattle, Washington, USA
| | - Susan E Cohn
- Department of Medicine, Division of Infectious Diseases, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA
| | - Laura Moran
- Public Health and Scientific Research Unit, Social and Scientific Systems, DLH Corporation, Silver Spring, Maryland, USA
| | - Mey Leon
- Investigator Barranco Clinical Research Site, PERU Clinical Trials Unit Asociación Civil IMPACTA Salud y Educación, Barranco Clinical Research Site, Lima, Peru
| | | | - Emilia M Jalil
- Oswaldo Cruz Foundation, National Institute of Infectious Diseases Evandro Chagas, Rio de Janeiro, Brazil
| | - Unoda A Chakalisa
- Botswana Harvard AIDS Institute Partnership, Gaborone Prevention and Treatment Trials Unit, Gaborone, Botswana
| | - Kimberly K Scarsi
- Department of Pharmacy Practice and Science, College of Pharmacy, University of Nebraska Medical Center, Omaha, Nebraska, USA
| | - Carmen D Zorrilla
- Department of Obstetrics and Gynecology, University of Puerto Rico School of Medicine, San Juan, Puerto Rico
| | - Catherine Godfrey
- Bureau of Global Health Security and Diplomacy, President's Emergency Plan For AIDS Relief, Department of State, Washington, DC, USA
| | - Grace M Aldrovandi
- Department of Pediatrics, University of California, Los Angeles, Los Angeles, California, USA
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Chopra C, Sharma D, Kumar V, Bhushan I. Contraceptives Association with Vaginal Microbiome and RTI: A Cross-Sectional Survey in Females of Jammu and Kashmir, India. Indian J Microbiol 2024; 64:1710-1720. [PMID: 39678990 PMCID: PMC11645350 DOI: 10.1007/s12088-024-01226-5] [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: 07/06/2023] [Accepted: 02/08/2024] [Indexed: 12/17/2024] Open
Abstract
The present study aimed to examine the impacts of use of various contraceptive methods on vaginal microbiome and reproductive tract infections (RTI) in females. A cross-sectional study in Jammu Province of Jammu and Kashmir was conducted in which 796 sexually active married women of reproductive age were recruited as participants. A well-structured questionnaire was used to collect the data and the analysis was performed using linear and binary logistic regression with 95% confidence interval (CI). The p value of < 0.05 was considered as significant. Previous studies have consistently shown that disturbances in the vaginal microbiome can lead to reproductive tract infections in women. The prevalence of contraceptive use and RTI in the studied population was 53.1% (CI 49.6-56.7%) and 44.7% (CI 41.2-48.3%) respectively. Several sociodemographic factors like age, place of residence, educational qualification, religion, and caste of the participant significantly governed the method of contraception used by the females. It was observed from the data obtained that the use of condoms and hormonal oral contraceptives reduced the risk of RTI as they maintain vaginal eubiosis in the females by 1.97-folds (AOR:1.97; CI 1.02-2.86) and 1.68 folds (AOR:1.68; CI 0.78-2.50) respectively. The likelihood of developing RTI increased by 2.31 (AOR:2.31; CI 1.05-3.57), 3.62 (AOR:1.97; CI 1.02-2.86), and 4.97 (AOR:4.97; CI 3.50-6.00) folds in females who opted for IUDs, tubal ligation, and unprotected sex respectively, these methods may interfere with the host vaginal microbiome, alter it and making the female more susceptible to the microbial infections and pathogenic attack. The research proposes that the use of hormonal oral contraceptives and condoms as the means of contraception is a safe method and the females opting for them are less prone to RTI.
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Affiliation(s)
- Chitrakshi Chopra
- School of Biotechnology, Shri Mata Vaishno Devi University, Katra, Jammu and Kashmir 182320 India
| | - Divya Sharma
- School of Business, Shri Mata Vaishno Devi University, Katra, Jammu and Kashmir 182320 India
| | - Vinay Kumar
- Department of Gynecology, Government Medical College, Jammu, Jammu and Kashmir 180001 India
| | - Indu Bhushan
- School of Biotechnology, Shri Mata Vaishno Devi University, Katra, Jammu and Kashmir 182320 India
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Berard AR, Knodel S, Zuend CF, Noël-Romas L, Birse KD, McQueen P, De Leon M, Kratzer K, Taylor OA, Bailey S, Pymar H, Burgener AD, Poliquin V. A Description of the THRIVE (The Study of Host-Bacterial Relationships and Immune Function in Different Vaginal Environments) Bacterial Vaginosis Observational Study. JOURNAL OF OBSTETRICS AND GYNAECOLOGY CANADA 2024; 46:102667. [PMID: 39362489 DOI: 10.1016/j.jogc.2024.102667] [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: 05/13/2024] [Revised: 07/30/2024] [Accepted: 09/15/2024] [Indexed: 10/05/2024]
Abstract
OBJECTIVES Bacterial vaginosis (BV) contributes to poor reproductive health and is characterized by a displacement of Lactobacillus in the vaginal microbiome. However, treatment for BV is limited to antibiotics and half of the women treated experience recurrence within a year. THRIVE (The Study of Host-Bacterial Relationships and Immune Function in Different Vaginal Environments) is a prospective study in Winnipeg, Manitoba, Canada, which is designed to capture the daily variation of the microbiome and host mucosal immunity during treatment. The objective of this study is to identify host and bacterial factors that associate with vaginal microbiome stability to better inform therapeutic interventions. METHODS Women treated for BV, and controls, are followed for 6 months collecting daily vaginal swabs and monthly questionnaires. Comprehensive mucosal sampling, including swabs, cytobrushes, biopsies, and blood are collected at baseline, months 1 and 6 post-enrolment. RESULTS We performed analysis on the first 52 participants, (19 BV+, 33 BV-). Molecular profiling by 16s RNA sequencing showed 20 women with non-Lactobacillus-dominant microbiomes and 32 with Lactobacillus-dominant microbiomes, with increased microbial diversity in non-Lactobacillus-dominant microbiomes (P = 3.1E-05). A pilot analysis in 2 participants demonstrates that multi-omics profiling of self-collected daily swabs provides high-quality data identifying 73 bacterial species, 1773 mucosal proteins and 117 metabolites. Initial flow cytometry analysis showed an increased cluster of differentiation (CD)4+ T cells and neutrophil activation (CD11b+CD62Lneg/dim) in the positive participant at baseline, while after treatment these shifted and resembled the control participant. CONCLUSIONS This study provides a framework to comprehensively investigate the kinetics of vaginal mucosal microbiome alterations, providing further insight into host and molecular features predicting BV recurrence.
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Affiliation(s)
- Alicia R Berard
- Department of Obstetrics, Gynecology and Reproductive Sciences, University of Manitoba, Winnipeg, MB; Centre for Global Health and Diseases, Department of Pathology, Case Western Reserve University, Cleveland, OH.
| | - Samantha Knodel
- Department of Obstetrics, Gynecology and Reproductive Sciences, University of Manitoba, Winnipeg, MB; Centre for Global Health and Diseases, Department of Pathology, Case Western Reserve University, Cleveland, OH
| | - Christina Farr Zuend
- Centre for Global Health and Diseases, Department of Pathology, Case Western Reserve University, Cleveland, OH
| | - Laura Noël-Romas
- Department of Obstetrics, Gynecology and Reproductive Sciences, University of Manitoba, Winnipeg, MB; Centre for Global Health and Diseases, Department of Pathology, Case Western Reserve University, Cleveland, OH
| | - Kenzie D Birse
- Department of Obstetrics, Gynecology and Reproductive Sciences, University of Manitoba, Winnipeg, MB; Centre for Global Health and Diseases, Department of Pathology, Case Western Reserve University, Cleveland, OH
| | - Peter McQueen
- Public Health Agency of Canada, JC Wilt Infectious Diseases Research Centre, Winnipeg, MB
| | - Marlon De Leon
- Department of Obstetrics, Gynecology and Reproductive Sciences, University of Manitoba, Winnipeg, MB
| | - Kateryna Kratzer
- Department of Obstetrics, Gynecology and Reproductive Sciences, University of Manitoba, Winnipeg, MB
| | - Oluwatobiloba A Taylor
- Centre for Global Health and Diseases, Department of Pathology, Case Western Reserve University, Cleveland, OH
| | - Samantha Bailey
- Centre for Global Health and Diseases, Department of Pathology, Case Western Reserve University, Cleveland, OH
| | - Helen Pymar
- Department of Obstetrics, Gynecology and Reproductive Sciences, University of Manitoba, Winnipeg, MB
| | - Adam D Burgener
- Department of Obstetrics, Gynecology and Reproductive Sciences, University of Manitoba, Winnipeg, MB; Centre for Global Health and Diseases, Department of Pathology, Case Western Reserve University, Cleveland, OH; Department of Medicine Solna, Center for Molecular Medicine, Unit of Infectious Diseases, Karolinska Institutet, Karolinska University Hospital, Stockholm, Sweden.
| | - Vanessa Poliquin
- Department of Obstetrics, Gynecology and Reproductive Sciences, University of Manitoba, Winnipeg, MB
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Nasr MA, Aldous A, Daniels J, Joy C, Capozzi E, Yang M, Moriarty P, Emmanuel-Baker V, Malcolm S, Green SJ, Gomez-Lobo V, Ghosh M. Effect of progestin-based contraceptives on HIV-associated vaginal immune biomarkers and microbiome in adolescent girls. PLoS One 2024; 19:e0306237. [PMID: 39008499 PMCID: PMC11249223 DOI: 10.1371/journal.pone.0306237] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2023] [Accepted: 06/13/2024] [Indexed: 07/17/2024] Open
Abstract
Adolescent girls bear a disproportionate burden of both the HIV epidemic and unintended pregnancies; yet important questions remain unanswered regarding the effects of hormonal contraceptives on the vaginal immune microenvironment, which can impact HIV susceptibility in this group. Multiple studies report genital immune alterations associated with the progestin-based contraceptive Depot medroxyprogesterone acetate (DMPA) in adult women, but there is little available data in adolescents. The objective of this longitudinal cohort study was to evaluate the effects of short-term use of three progestin-based contraceptives, levonorgestrel intrauterine device (LNG-IUD), subdermal etonogestrel (ETNG), and injectable DMPA, on HIV-associated vaginal immune biomarkers and microbiome in adolescent girls. Fifty-nine sexually active, HIV-uninfected girls aged 15-19, were recruited from the Washington DC metro area and self-selected into Control (condoms only), combined oral contraceptive pills, LNG-IUD, ETNG and DMPA groups. Vaginal swabs were collected at baseline prior to contraceptive use and at 3-month follow-up visit. Vaginal secretions were tested for pro-inflammatory (IL-1α, IL-1β, TNF-α, IL-6, IL-8, MIP-3α, IP-10, RANTES, MIP-1α, MIP-1β) and anti-inflammatory/anti-HIV (Serpin-A1, Elafin, Beta-Defensin-2, SLPI) immune biomarkers using ELISA and for anti-HIV activity using TZM-bl assay. Vaginal microbiome was evaluated using 16S rRNA gene sequencing. Data were analyzed using SAS Version 9. Among the 34 participants who completed both visits, no significant changes in median biomarker concentrations, HIV inhibition and microbiome composition were observed between baseline and follow-up visits for any of the contraceptive groups. IL-8 (p<0.01), MIP-3α (0.02), Elafin (p = 0.03) and RANTES (p<0.01) differed significantly by race whereas IL-6 was significantly different by age (p = 0.03). We conclude that 3-month use of LNG-IUD, ETNG and DMPA have minimal effects on adolescent vaginal immune microenvironment, and therefore unlikely to impact HIV risk. Future studies with larger sample size and longer follow-up are recommended to continue to evaluate effects of contraceptives on the lower genital tract immunity and susceptibility to sexually transmitted infections.
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Affiliation(s)
- Mélodie A. Nasr
- Department of Epidemiology, George Washington University, Washington, DC, United States of America
| | - Annette Aldous
- Department of Biostatistics and Bioinformatics, George Washington University, Washington, DC, United States of America
| | - Jason Daniels
- Department of Epidemiology, George Washington University, Washington, DC, United States of America
| | - Christopher Joy
- Department of Epidemiology, George Washington University, Washington, DC, United States of America
| | - Eleanor Capozzi
- Department of Epidemiology, George Washington University, Washington, DC, United States of America
| | - Michelle Yang
- Department of Epidemiology, George Washington University, Washington, DC, United States of America
| | - Patricia Moriarty
- MedStar Washington Hospital Center, Washington, DC, United States of America
| | | | - Sharyn Malcolm
- Children’s National Hospital, Washington, DC, United States of America
| | - Stefan J. Green
- Genomics and Microbiome Core Facility, Rush University, Chicago, IL, United States of America
| | - Veronica Gomez-Lobo
- MedStar Washington Hospital Center, Washington, DC, United States of America
- Children’s National Hospital, Washington, DC, United States of America
- National Institute of Child Health and Human Development, National Institutes of Health, Washington, DC, United States of America
| | - Mimi Ghosh
- Department of Epidemiology, George Washington University, Washington, DC, United States of America
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5
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Singata-Madliki M, Smit J, Beksinska M, Balakrishna Y, Avenant C, Beesham I, Seocharan I, Batting J, Hapgood JP, Hofmeyr GJ. Effects of injectable contraception with depot medroxyprogesterone acetate or norethisterone enanthate on estradiol levels and menstrual, psychological and behavioral measures relevant to HIV risk: The WHICH randomized trial. PLoS One 2024; 19:e0295764. [PMID: 38530848 DOI: 10.1371/journal.pone.0295764] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2023] [Accepted: 11/14/2023] [Indexed: 03/28/2024] Open
Abstract
BACKGROUND Observational data suggest lower HIV risk with norethisterone enanthate (NET-EN) than with depo-medroxyprogesterone acetate intramuscular (DMPA-IM) injectable contraceptives. If confirmed, a switch between these similar injectable methods would be programmatically feasible and could impact the trajectory of the HIV epidemic. We aimed in this paper to investigate the effects of DMPA-IM and NET-EN on estradiol levels, measures of depression and sexual activity and menstrual effects, relevant to HIV risk; and to ascertain whether these measures are associated with estradiol levels. METHODS This open-label trial conducted at two sites in South Africa from 5 November 2018 to 30 November 2019, randomized HIV-negative women aged 18-40 to DMPA-IM 150 mg intramuscular 12-weekly (n = 262) or NET-EN 200 mg intramuscular 8-weekly (n = 259). Data were collected on hormonal, behavioral and menstrual effects at baseline and at 25 weeks (25W). RESULTS At 25W, median 17β estradiol levels were substantially lower than at baseline (p<0.001) for both methods: 76.5 pmol/L (interquartile range (IQR) 54.1 to 104.2) in the DMPA-IM group (n = 222), and 69.8 pmol/L (IQR: 55.1 to 89.3) in the NET-EN group (n = 225), with no statistical difference between the two methods (p = 0.450). Compared with DMPA-IM, NET-EN users reported significantly less amenorrhoea, fewer sexual acts, fewer users reporting at least one act of unprotected sex, more condom use with steady partner, more days with urge for sexual intercourse, more days feeling partner does not love her, and more days feeling sad for no reason. We did not find a clear association between estradiol levels and sexual behavior, depression and menstrual effects. Behavioral outcomes suggest less sexual exposure with NET-EN than DMPA-IM. The strength of this evidence is high due to the randomized study design and the consistency of results across the outcomes measured. CONCLUSIONS Estradiol levels were reduced to postmenopausal levels by both methods. Secondary outcomes suggesting less sexual exposure with NET-EN are consistent with reported observational evidence of less HIV risk with NET-EN. A randomized trial powered for HIV acquisition is feasible and needed to answer this important question. TRIAL REGISTRATION PACTR 202009758229976.
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Affiliation(s)
- Mandisa Singata-Madliki
- Effective Care Research Unit, Eastern Cape Department of Health/Universities of the Witwatersrand and Fort Hare, East London, South Africa
| | - Jenni Smit
- Wits MRU (MatCH Research Unit), Department of Obstetrics and Gynecology, Faculty of Health Sciences, University of the Witwatersrand, Durban, South Africa
| | - Mags Beksinska
- Wits MRU (MatCH Research Unit), Department of Obstetrics and Gynecology, Faculty of Health Sciences, University of the Witwatersrand, Durban, South Africa
| | - Yusentha Balakrishna
- Biostatistics Research Unit, South African Medical Research Council, Durban, South Africa
| | - Chanel Avenant
- Department of Molecular and Cell Biology, University of Cape Town, Cape Town, South Africa
| | - Ivana Beesham
- Wits MRU (MatCH Research Unit), Department of Obstetrics and Gynecology, Faculty of Health Sciences, University of the Witwatersrand, Durban, South Africa
| | - Ishen Seocharan
- Biostatistics Research Unit, South African Medical Research Council, Durban, South Africa
| | - Joanne Batting
- Effective Care Research Unit, Eastern Cape Department of Health/Universities of the Witwatersrand and Fort Hare, East London, South Africa
| | - Janet P Hapgood
- Department of Molecular and Cell Biology, University of Cape Town, Cape Town, South Africa
- Institute of Infectious Disease and Molecular Medicine, University of Cape Town, Cape Town, South Africa
| | - G Justus Hofmeyr
- Effective Care Research Unit, Eastern Cape Department of Health/Universities of the Witwatersrand and Fort Hare, East London, South Africa
- Walter Sisulu University, East London, South Africa
- Department of Obstetrics and Gynecology, University of Botswana, Gabarone, Botswana
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6
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Gupta PM, Balle C, Tharp GK, Nelson SA, Gasper MA, Brown B, Alisoltani A, Onono M, Palanee-Phillips T, Nair G, Ayele H, Noel-Romas L, Passmore JAS, Burgener AD, Heffron R, Jaspan HB, Bosinger SE. Systems analysis reveals differential expression of endocervical genes in African women randomized to DMPA-IM, LNG implant or cu-IUD. Clin Immunol 2023; 255:109750. [PMID: 37660744 PMCID: PMC10570927 DOI: 10.1016/j.clim.2023.109750] [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: 07/18/2023] [Accepted: 08/22/2023] [Indexed: 09/05/2023]
Abstract
Although effective contraceptives are crucial for preventing unintended pregnancies, evidence suggests that their use may perturb the female genital tract (FGT). A comparative analysis of the effects of the most common contraceptives on the FGT have not been evaluated in a randomized clinical trial setting. Here, we evaluated the effect of three long-acting contraceptive methods: depot medroxyprogesterone acetate(DMPA-IM), levonorgestrel(LNG) implant, and a copper intrauterine device (Cu-IUD), on the endocervical host transcriptome in 188 women from the Evidence for Contraceptive Options and HIV Outcomes Trial (ECHO) trial. Cu-IUD usage showed the most extensive transcriptomic changes, and was associated with inflammatory and anti-viral host responses. DMPA-IM usage was enriched for pathways associated with T cell responses. LNG implant had the mildest effect on endocervical gene expression, and was associated with growth factor signaling. These data provide a mechanistic basis for the diverse influence that varying contraceptives have on the FGT.
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Affiliation(s)
- Prachi Mehrotra Gupta
- Emory National Primate Research Center (ENPRC) Genomics Core Laboratory, Division of Microbiology & Immunology, Emory University, Atlanta, GA, USA
| | - Christina Balle
- Department of Pathology, Institute of Infectious Disease and Molecular Medicine, University of Cape Town, South Africa
| | - Gregory K Tharp
- Emory National Primate Research Center (ENPRC) Genomics Core Laboratory, Division of Microbiology & Immunology, Emory University, Atlanta, GA, USA
| | - Sydney A Nelson
- Emory National Primate Research Center (ENPRC) Genomics Core Laboratory, Division of Microbiology & Immunology, Emory University, Atlanta, GA, USA
| | | | - Bryan Brown
- Seattle Children's Research Institute, Seattle, WA, USA; Department of Pediatrics, University of Washington, Seattle, WA, USA
| | - Arghavan Alisoltani
- Department of Microbiology-Immunology, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | | | - Thesla Palanee-Phillips
- Wits RHI, University of the Witwatersrand, Faculty of Health Sciences, School of Public Health, Johannesburg, South Africa; Department of Epidemiology, School of Public Health, University of Washington, Seattle, WA, USA
| | | | - Hosseana Ayele
- Department of Pathology, Case Western Reserve University School of Medicine, Cleveland, OH, USA
| | - Laura Noel-Romas
- Department of Pathology, Case Western Reserve University School of Medicine, Cleveland, OH, USA
| | - Jo-Ann S Passmore
- Department of Pathology, Institute of Infectious Disease and Molecular Medicine, University of Cape Town, South Africa; National Health Laboratory Service, Cape Town, South Africa; CAPRISA DSI-NRF Centre of Excellence in HIV Prevention, University of Cape Town, South Africa
| | - Adam D Burgener
- Department of Pathology, Case Western Reserve University School of Medicine, Cleveland, OH, USA
| | - Renee Heffron
- Department of Epidemiology, School of Public Health, University of Washington, Seattle, WA, USA; Department of Global Health, University of Washington, Seattle, WA, USA
| | - Heather B Jaspan
- Department of Pathology, Institute of Infectious Disease and Molecular Medicine, University of Cape Town, South Africa; Seattle Children's Research Institute, Seattle, WA, USA; Department of Pediatrics, University of Washington, Seattle, WA, USA; Department of Global Health, University of Washington, Seattle, WA, USA
| | - Steven E Bosinger
- Emory University School of Medicine, Department of Pathology & Laboratory Medicine, GA, USA; Emory Vaccine Center, Emory University, GA, USA.
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Schuetz A, Corley MJ, Sacdalan C, Phuang-Ngern Y, Nakpor T, Wansom T, Ehrenberg PK, Sriplienchan S, Thomas R, Ratnaratorn N, Sukhumvittaya S, Tragonlugsana N, Slike BM, Akapirat S, Pinyakorn S, Rerknimitr R, Pang AP, Kroon E, Teeratakulpisan N, Krebs SJ, Phanuphak N, Ndhlovu LC, Vasan S. Distinct mucosal and systemic immunological characteristics in transgender women potentially relating to HIV acquisition. JCI Insight 2023; 8:e169272. [PMID: 37432754 PMCID: PMC10543719 DOI: 10.1172/jci.insight.169272] [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: 02/02/2023] [Accepted: 07/06/2023] [Indexed: 07/12/2023] Open
Abstract
Transgender women (TGW) are disproportionally affected by HIV infection, with a global estimated prevalence of 19.9%, often attributed to behavioral risk factors, with less known about biological factors. We evaluated potential biological risk factors for HIV acquisition in TGW at the sites of viral entry by assessing immune parameters of the neovaginal surface and gut mucosa. The neovagina in TGW, compared with the vagina in cisgender women (CW), shows distinct cell composition and may pose a more inflammatory environment, evidenced by increased CD4+ T cell activation and higher levels of soluble markers of inflammation (C-reactive protein, soluble CD30). Increased inflammation may be driven by microbiome composition, as shown by a greater abundance of Prevotella and a higher Shannon Diversity Index. In addition, we have observed higher frequency of CD4+CCR5+ target cells and decreased DNA methylation of the CCR5 gene in the gut mucosa of TGW compared with CW and men who have sex with men, which was inversely correlated with testosterone levels. The rectal microbiome composition in TGW appears to favor a proinflammatory milieu as well as mucosal barrier disruption. Thus, it is possible that increased inflammation and higher frequencies of CCR5-expressing target cells at sites of mucosal viral entry may contribute to increased risk of HIV acquisition in TGW, with further validation in larger studies warranted.
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Affiliation(s)
- Alexandra Schuetz
- Armed Forces Research Institute of Medical Sciences, Bangkok, Thailand
- US Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, Maryland, USA
- Henry M. Jackson Foundation for the Advancement of Military Medicine Inc., Bethesda, Maryland, USA
| | - Michael J. Corley
- Division of Infectious Diseases, Department of Medicine, Weill Cornell Medicine, New York, New York, USA
| | | | | | | | - Tanyaporn Wansom
- Armed Forces Research Institute of Medical Sciences, Bangkok, Thailand
- US Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, Maryland, USA
- Henry M. Jackson Foundation for the Advancement of Military Medicine Inc., Bethesda, Maryland, USA
| | - Philip K. Ehrenberg
- US Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, Maryland, USA
| | | | - Rasmi Thomas
- US Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, Maryland, USA
| | | | | | | | - Bonnie M. Slike
- US Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, Maryland, USA
- Henry M. Jackson Foundation for the Advancement of Military Medicine Inc., Bethesda, Maryland, USA
| | - Siriwat Akapirat
- Armed Forces Research Institute of Medical Sciences, Bangkok, Thailand
| | - Suteeraporn Pinyakorn
- US Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, Maryland, USA
- Henry M. Jackson Foundation for the Advancement of Military Medicine Inc., Bethesda, Maryland, USA
| | - Rungsun Rerknimitr
- Department of Medicine, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand
| | - Alina P.S. Pang
- Division of Infectious Diseases, Department of Medicine, Weill Cornell Medicine, New York, New York, USA
| | - Eugène Kroon
- Institute of HIV Research and Innovation, Bangkok, Thailand
| | | | - Shelly J. Krebs
- US Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, Maryland, USA
- Henry M. Jackson Foundation for the Advancement of Military Medicine Inc., Bethesda, Maryland, USA
| | | | - Lishomwa C. Ndhlovu
- Division of Infectious Diseases, Department of Medicine, Weill Cornell Medicine, New York, New York, USA
| | - Sandhya Vasan
- US Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, Maryland, USA
- Henry M. Jackson Foundation for the Advancement of Military Medicine Inc., Bethesda, Maryland, USA
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8
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Farr Zuend C, Lamont A, Noel-Romas L, Knodel S, Birse K, Kratzer K, McQueen P, Perner M, Ayele H, Mutch S, Berard AR, Schellenberg JJ, Senturk F, McCorrister S, Westmacott G, Mulhall F, Sandberg B, Yu A, Burnett M, Poliquin V, Burgener AD. Increased genital mucosal cytokines in Canadian women associate with higher antigen-presenting cells, inflammatory metabolites, epithelial barrier disruption, and the depletion of L. crispatus. MICROBIOME 2023; 11:159. [PMID: 37491398 PMCID: PMC10367425 DOI: 10.1186/s40168-023-01594-y] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/19/2022] [Accepted: 06/05/2023] [Indexed: 07/27/2023]
Abstract
BACKGROUND Cervicovaginal inflammation has been linked to negative reproductive health outcomes including the acquisition of HIV, other sexually transmitted infections, and cervical carcinogenesis. While changes to the vaginal microbiome have been linked to genital inflammation, the molecular relationships between the functional components of the microbiome with cervical immunology in the reproductive tract are understudied, limiting our understanding of mucosal biology that may be important for reproductive health. RESULTS In this study, we used a multi'-omics approach to profile cervicovaginal samples collected from 43 Canadian women to characterize host, immune, functional microbiome, and metabolome features of cervicovaginal inflammation. We demonstrate that inflammation is associated with lower amounts of L. crispatus and higher levels of cervical antigen-presenting cells (APCs). Proteomic analysis showed an upregulation of pathways related to neutrophil degranulation, complement, and leukocyte migration, with lower levels of cornified envelope and cell-cell adherens junctions. Functional microbiome analysis showed reductions in carbohydrate metabolism and lactic acid, with increases in xanthine and other metabolites. Bayesian network analysis linked L. crispatus with glycolytic and nucleotide metabolism, succinate and xanthine, and epithelial proteins SCEL and IVL as major molecular features associated with pro-inflammatory cytokines and increased APCs. CONCLUSIONS This study identified key molecular and immunological relationships with cervicovaginal inflammation, including higher APCs, bacterial metabolism, and proteome alterations that underlie inflammation. As APCs are involved in HIV transmission, parturition, and cervical cancer progression, further studies are needed to explore the interactions between these cells, bacterial metabolism, mucosal immunity, and their relationship to reproductive health. Video Abstract.
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Affiliation(s)
- Christina Farr Zuend
- Center for Global Health and Diseases, Department of Pathology, Case Western Reserve University, Cleveland, USA.
| | - Alana Lamont
- Department of Medical Microbiology and Infectious Diseases, University of Manitoba, Winnipeg, Canada
| | - Laura Noel-Romas
- Center for Global Health and Diseases, Department of Pathology, Case Western Reserve University, Cleveland, USA
- Department of Obstetrics, Gynecology & Reproductive Sciences, University of Manitoba, Winnipeg, Canada
| | - Samantha Knodel
- Center for Global Health and Diseases, Department of Pathology, Case Western Reserve University, Cleveland, USA
- Department of Obstetrics, Gynecology & Reproductive Sciences, University of Manitoba, Winnipeg, Canada
| | - Kenzie Birse
- Center for Global Health and Diseases, Department of Pathology, Case Western Reserve University, Cleveland, USA
- Department of Obstetrics, Gynecology & Reproductive Sciences, University of Manitoba, Winnipeg, Canada
| | - Kateryna Kratzer
- Department of Medical Microbiology and Infectious Diseases, University of Manitoba, Winnipeg, Canada
| | - Peter McQueen
- JC Wilt Infectious Disease Research Centre, National Microbiology Laboratory, Public Health Agency of Canada, Winnipeg, Canada
| | - Michelle Perner
- JC Wilt Infectious Disease Research Centre, National Microbiology Laboratory, Public Health Agency of Canada, Winnipeg, Canada
| | - Hossaena Ayele
- Center for Global Health and Diseases, Department of Pathology, Case Western Reserve University, Cleveland, USA
- Department of Medical Microbiology and Infectious Diseases, University of Manitoba, Winnipeg, Canada
| | - Sarah Mutch
- Department of Medical Microbiology and Infectious Diseases, University of Manitoba, Winnipeg, Canada
| | - Alicia R Berard
- Center for Global Health and Diseases, Department of Pathology, Case Western Reserve University, Cleveland, USA
- Department of Obstetrics, Gynecology & Reproductive Sciences, University of Manitoba, Winnipeg, Canada
| | - John J Schellenberg
- Department of Medical Microbiology and Infectious Diseases, University of Manitoba, Winnipeg, Canada
| | - Faruk Senturk
- Center for Global Health and Diseases, Department of Pathology, Case Western Reserve University, Cleveland, USA
| | - Stuart McCorrister
- JC Wilt Infectious Disease Research Centre, National Microbiology Laboratory, Public Health Agency of Canada, Winnipeg, Canada
| | - Garrett Westmacott
- JC Wilt Infectious Disease Research Centre, National Microbiology Laboratory, Public Health Agency of Canada, Winnipeg, Canada
| | | | | | - Adelicia Yu
- Department of Obstetrics, Gynecology & Reproductive Sciences, University of Manitoba, Winnipeg, Canada
| | - Margaret Burnett
- Department of Obstetrics, Gynecology & Reproductive Sciences, University of Manitoba, Winnipeg, Canada
| | - Vanessa Poliquin
- Department of Obstetrics, Gynecology & Reproductive Sciences, University of Manitoba, Winnipeg, Canada
| | - Adam D Burgener
- Center for Global Health and Diseases, Department of Pathology, Case Western Reserve University, Cleveland, USA.
- Department of Obstetrics, Gynecology & Reproductive Sciences, University of Manitoba, Winnipeg, Canada.
- Unit of Infectious Diseases, Department of Medicine Solna, Center for Molecular Medicine, Karolinska Institute, Karolinska University Hospital, Stockholm, Sweden.
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9
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Costa-Fujishima M, Yazdanpanah A, Horne S, Lamont A, Lopez P, Farr Zuend C, Birse K, Taverner M, Greenslade R, Abou M, Noel-Romas L, Abrenica B, Ajibola O, Ikeogu N, Su RC, McKinnon LR, Pymar H, Poliquin V, Berard AR, Burgener AD, Murooka TT. Nonoptimal bacteria species induce neutrophil-driven inflammation and barrier disruption in the female genital tract. Mucosal Immunol 2023; 16:341-356. [PMID: 37121385 DOI: 10.1016/j.mucimm.2023.04.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2023] [Revised: 03/27/2023] [Accepted: 04/02/2023] [Indexed: 05/02/2023]
Abstract
Neutrophil recruitment and activation within the female genital tract are often associated with tissue inflammation, loss of vaginal epithelial barrier integrity, and increased risk for sexually transmitted infections, such as HIV-1. However, the direct role of neutrophils on vaginal epithelial barrier function during genital inflammation in vivo remains unclear. Using complementary proteome and immunological analyses, we show high neutrophil influx into the lower female genital tract in response to physiological surges in progesterone, stimulating distinct stromal, immunological, and metabolic signaling pathways. However, despite the release of extracellular matrix-modifying proteases and inflammatory mediators, neutrophils contributed little to physiological mucosal remodeling events such as epithelial shedding or re-epithelialization during transition from diestrus to estrus phase. In contrast, the presence of bacterial vaginosis-associated bacteria resulted in a rapid and sustained neutrophil recruitment, resulting in vaginal epithelial barrier leakage and decreased cell-cell junction protein expression in vivo. Thus, neutrophils are important mucosal sentinels that rapidly respond to various biological cues within the female genital tract, dictating the magnitude and duration of the ensuing inflammatory response at steady state and during disease processes.
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Affiliation(s)
- Marina Costa-Fujishima
- University of Manitoba, Rady Faculty of Health Sciences, Department of Immunology, Winnipeg, Canada
| | - Atta Yazdanpanah
- University of Manitoba, Rady Faculty of Health Sciences, Department of Immunology, Winnipeg, Canada
| | - Samantha Horne
- Center for Global Health and Diseases, Department of Pathology, Case Western Reserve University, Cleveland, USA; University of Manitoba, Department of Obstetrics, Gynecology, and Reproductive Sciences, Winnipeg, Canada
| | - Alana Lamont
- University of Manitoba, Rady Faculty of Health Sciences, Department of Medical Microbiology and Infectious Diseases, Winnipeg, Canada; National HIV and Retrovirology Labs, JC Wilt Infectious Disease Research Centre, Public Health Agency of Canada, Winnipeg, Canada
| | - Paul Lopez
- University of Manitoba, Rady Faculty of Health Sciences, Department of Immunology, Winnipeg, Canada
| | - Christina Farr Zuend
- Center for Global Health and Diseases, Department of Pathology, Case Western Reserve University, Cleveland, USA
| | - Kenzie Birse
- Center for Global Health and Diseases, Department of Pathology, Case Western Reserve University, Cleveland, USA; University of Manitoba, Department of Obstetrics, Gynecology, and Reproductive Sciences, Winnipeg, Canada
| | - Morgan Taverner
- University of Manitoba, Rady Faculty of Health Sciences, Department of Medical Microbiology and Infectious Diseases, Winnipeg, Canada
| | - Riley Greenslade
- University of Manitoba, Rady Faculty of Health Sciences, Department of Immunology, Winnipeg, Canada
| | - Max Abou
- National HIV and Retrovirology Labs, JC Wilt Infectious Disease Research Centre, Public Health Agency of Canada, Winnipeg, Canada
| | - Laura Noel-Romas
- Center for Global Health and Diseases, Department of Pathology, Case Western Reserve University, Cleveland, USA; University of Manitoba, Department of Obstetrics, Gynecology, and Reproductive Sciences, Winnipeg, Canada
| | - Bernard Abrenica
- National HIV and Retrovirology Labs, JC Wilt Infectious Disease Research Centre, Public Health Agency of Canada, Winnipeg, Canada
| | - Oluwaseun Ajibola
- University of Manitoba, Rady Faculty of Health Sciences, Department of Immunology, Winnipeg, Canada
| | - Nnamdi Ikeogu
- University of Manitoba, Rady Faculty of Health Sciences, Department of Immunology, Winnipeg, Canada
| | - Ruey-Chyi Su
- University of Manitoba, Rady Faculty of Health Sciences, Department of Medical Microbiology and Infectious Diseases, Winnipeg, Canada; National HIV and Retrovirology Labs, JC Wilt Infectious Disease Research Centre, Public Health Agency of Canada, Winnipeg, Canada
| | - Lyle R McKinnon
- University of Manitoba, Rady Faculty of Health Sciences, Department of Medical Microbiology and Infectious Diseases, Winnipeg, Canada; Centre for the AIDS Programme of Research in South Africa (CAPRISA), Durban, South Africa; Department of Medical Microbiology and Immunology, University of Nairobi, Nairobi, Kenya
| | - Helen Pymar
- University of Manitoba, Department of Obstetrics, Gynecology, and Reproductive Sciences, Winnipeg, Canada
| | - Vanessa Poliquin
- University of Manitoba, Department of Obstetrics, Gynecology, and Reproductive Sciences, Winnipeg, Canada
| | - Alicia R Berard
- Center for Global Health and Diseases, Department of Pathology, Case Western Reserve University, Cleveland, USA; University of Manitoba, Department of Obstetrics, Gynecology, and Reproductive Sciences, Winnipeg, Canada
| | - Adam D Burgener
- Center for Global Health and Diseases, Department of Pathology, Case Western Reserve University, Cleveland, USA; University of Manitoba, Department of Obstetrics, Gynecology, and Reproductive Sciences, Winnipeg, Canada; Unit of Infectious Diseases, Department of Medicine Solna, Center for Molecular Medicine, Karolinska Institute, Karolinska University Hospital, Stockholm, Sweden
| | - Thomas T Murooka
- University of Manitoba, Rady Faculty of Health Sciences, Department of Immunology, Winnipeg, Canada; University of Manitoba, Rady Faculty of Health Sciences, Department of Medical Microbiology and Infectious Diseases, Winnipeg, Canada.
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10
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Berard AR, Brubaker DK, Birse K, Lamont A, Mackelprang RD, Noël-Romas L, Perner M, Hou X, Irungu E, Mugo N, Knodel S, Muwonge TR, Katabira E, Hughes SM, Levy C, Calienes FL, Lauffenburger DA, Baeten JM, Celum C, Hladik F, Lingappa J, Burgener AD. Vaginal epithelial dysfunction is mediated by the microbiome, metabolome, and mTOR signaling. Cell Rep 2023; 42:112474. [PMID: 37149863 PMCID: PMC10242450 DOI: 10.1016/j.celrep.2023.112474] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2022] [Revised: 03/15/2023] [Accepted: 04/19/2023] [Indexed: 05/09/2023] Open
Abstract
Bacterial vaginosis (BV) is characterized by depletion of Lactobacillus and overgrowth of anaerobic and facultative bacteria, leading to increased mucosal inflammation, epithelial disruption, and poor reproductive health outcomes. However, the molecular mediators contributing to vaginal epithelial dysfunction are poorly understood. Here we utilize proteomic, transcriptomic, and metabolomic analyses to characterize biological features underlying BV in 405 African women and explore functional mechanisms in vitro. We identify five major vaginal microbiome groups: L. crispatus (21%), L. iners (18%), Lactobacillus (9%), Gardnerella (30%), and polymicrobial (22%). Using multi-omics we show that BV-associated epithelial disruption and mucosal inflammation link to the mammalian target of rapamycin (mTOR) pathway and associate with Gardnerella, M. mulieris, and specific metabolites including imidazole propionate. Experiments in vitro confirm that type strain G. vaginalis and M. mulieris supernatants and imidazole propionate directly affect epithelial barrier function and activation of mTOR pathways. These results find that the microbiome-mTOR axis is a central feature of epithelial dysfunction in BV.
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Affiliation(s)
- Alicia R Berard
- Department of Obstetrics & Gynecology, University of Manitoba, Winnipeg, MB R3E 3P5, Canada; Center for Global Health and Diseases, Department of Pathology, Case Western Reserve University, Cleveland, OH 44106, USA
| | - Douglas K Brubaker
- Weldon School of Biomedical Engineering and Regenstrief Center for Healthcare Engineering, Purdue University, West Lafayette, IN 47907, USA
| | - Kenzie Birse
- Department of Obstetrics & Gynecology, University of Manitoba, Winnipeg, MB R3E 3P5, Canada; Center for Global Health and Diseases, Department of Pathology, Case Western Reserve University, Cleveland, OH 44106, USA
| | - Alana Lamont
- Department of Obstetrics & Gynecology, University of Manitoba, Winnipeg, MB R3E 3P5, Canada
| | - Romel D Mackelprang
- Department of Global Health, University of Washington, Seattle, WA 98105, USA
| | - Laura Noël-Romas
- Department of Obstetrics & Gynecology, University of Manitoba, Winnipeg, MB R3E 3P5, Canada; Center for Global Health and Diseases, Department of Pathology, Case Western Reserve University, Cleveland, OH 44106, USA
| | - Michelle Perner
- Medical Microbiology and Infectious Disease University of Manitoba, Winnipeg, MB R3E 0J9, Canada
| | - Xuanlin Hou
- Department of Global Health, University of Washington, Seattle, WA 98105, USA
| | - Elizabeth Irungu
- Partners in Health Research and Development, Kenya Medical Research Institute, Mbagathi Road, Nairobi, Kenya
| | - Nelly Mugo
- Department of Global Health, University of Washington, Seattle, WA 98105, USA; Partners in Health Research and Development, Kenya Medical Research Institute, Mbagathi Road, Nairobi, Kenya
| | - Samantha Knodel
- Department of Obstetrics & Gynecology, University of Manitoba, Winnipeg, MB R3E 3P5, Canada; Center for Global Health and Diseases, Department of Pathology, Case Western Reserve University, Cleveland, OH 44106, USA
| | - Timothy R Muwonge
- Infectious Disease Institute, Makerere University, Makerere, Kampala, Uganda
| | - Elly Katabira
- Infectious Disease Institute, Makerere University, Makerere, Kampala, Uganda
| | - Sean M Hughes
- Department of Obstetrics and Gynecology, University of Washington, Seattle, WA 98195, USA
| | - Claire Levy
- Department of Obstetrics and Gynecology, University of Washington, Seattle, WA 98195, USA
| | | | | | - Jared M Baeten
- Department of Global Health, University of Washington, Seattle, WA 98105, USA; Department of Medicine, University of Washington, Seattle, WA 98195, USA; Department of Epidemiology, University of Washington, Seattle, WA 98195, USA; Gilead Sciences, Foster City, CA 94404, USA
| | - Connie Celum
- Department of Global Health, University of Washington, Seattle, WA 98105, USA; Department of Medicine, University of Washington, Seattle, WA 98195, USA; Department of Epidemiology, University of Washington, Seattle, WA 98195, USA
| | - Florian Hladik
- Department of Obstetrics and Gynecology, University of Washington, Seattle, WA 98195, USA; Fred Hutchinson Cancer Research Center, Seattle, WA 98109, USA; Department of Medicine, University of Washington, Seattle, WA 98195, USA
| | - Jairam Lingappa
- Department of Global Health, University of Washington, Seattle, WA 98105, USA; Department of Medicine, University of Washington, Seattle, WA 98195, USA; Department of Pediatrics, University of Washington, Seattle, WA 98195, USA
| | - Adam D Burgener
- Department of Obstetrics & Gynecology, University of Manitoba, Winnipeg, MB R3E 3P5, Canada; Center for Global Health and Diseases, Department of Pathology, Case Western Reserve University, Cleveland, OH 44106, USA; Department of Medicine Solna, Karolinska Institutet, Framstegsgatan, 171 64 Solna, Sweden.
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11
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Wang Y, Noël-Romas L, Perner M, Knodel S, Molatlhegi R, Hoger S, Birse K, Zuend CF, McKinnon LR, Burgener AD. Non-Lactobacillus-Dominant and Polymicrobial Vaginal Microbiomes Are More Common in Younger South African Women and Predictive of Increased Risk of Human Immunodeficiency Virus Acquisition. Clin Infect Dis 2023; 76:1372-1381. [PMID: 36504254 PMCID: PMC10110272 DOI: 10.1093/cid/ciac938] [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: 09/02/2022] [Revised: 11/29/2022] [Accepted: 08/12/2022] [Indexed: 12/14/2022] Open
Abstract
BACKGROUND Adolescent girls and young women aged 15‒24 years in sub-Saharan Africa are at disproportionate risk of human immunodeficiency virus (HIV) infection. Given the known association between vaginal microbial dysbiosis and HIV susceptibility, we performed an age-stratified analysis of the vaginal microbiome in South African women and compared this to their risk of HIV acquisition. METHODS Vaginal microbiome data were generated by mass spectrometry-based proteomic analysis of cervicovaginal lavages collected from participants (n = 688) in the Centre for the AIDS Programme of Research in South Africa (CAPRISA) 004 trial. Participants were grouped by age (18-19 years, n = 93; 20-24 years, n = 326; 25-41 years, n = 269). RESULTS Four microbiome types were identified based on predominant taxa, including Lactobacillus crispatus (CST-LC, 12.2%), Lactobacillus iners (CST-LI, 43.6%), Gardnerella vaginalis (CST-GV, 26.6%), or polymicrobial (CST-PM, 15.1%). Women aged 18-19 and 20-24 years had increased CST-PM and a non-Lactobacillus-dominant microbiome compared to those 25-41 years (odds ratio [OR], 3.14 [95% confidence interval {CI}, 1.12-7.87], P = .017; OR, 2.81 [95% CI, 1.07-7.09], P = .038, respectively; and OR, 1.65 [95% CI, 1.02-2.65], P = .028; OR, 1.40 [95% CI, 1.01-1.95], P = .030, respectively). The HIV incidence rate of women with CST-PM microbiome was 7.19-fold higher compared to women with CST-LC (hazard ratio [HR], 7.19 [95% CI, 2.11-24.5], P = .00162), which was also consistent in women aged 20-24 years (HR, 4.90 [95% CI, 1.10-21.9], P = .0375). CONCLUSIONS Younger women were more likely to have a higher-risk polymicrobial microbiome suggesting that vaginal microbiota are contributing to increased HIV-1 susceptibility in this group. CLINICAL TRIALS REGISTRATION NCT00441298.
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Affiliation(s)
- Yiran Wang
- Center for Global Health and Diseases, Case Western Reserve University School of Medicine, Cleveland, Ohio, USA
| | - Laura Noël-Romas
- Center for Global Health and Diseases, Case Western Reserve University School of Medicine, Cleveland, Ohio, USA
- Department of Obstetrics and Gynecology, University of Manitoba, Winnipeg, Canada
| | - Michelle Perner
- Sexually Transmitted Infectious and Bloodborne Pathogens Section, JC Wilt Infectious Disease Research Center, Public Health Agency of Canada, Winnipeg, Canada
| | - Samantha Knodel
- Center for Global Health and Diseases, Case Western Reserve University School of Medicine, Cleveland, Ohio, USA
- Department of Obstetrics and Gynecology, University of Manitoba, Winnipeg, Canada
| | - Refilwe Molatlhegi
- Department of Medical Microbiology, University of KwaZulu-Natal, Durban, South Africa
| | - Sarah Hoger
- Department of Medical Microbiology and Infectious Diseases, University of Manitoba, Winnipeg, Canada
| | - Kenzie Birse
- Center for Global Health and Diseases, Case Western Reserve University School of Medicine, Cleveland, Ohio, USA
- Department of Obstetrics and Gynecology, University of Manitoba, Winnipeg, Canada
| | - Christina Farr Zuend
- Center for Global Health and Diseases, Case Western Reserve University School of Medicine, Cleveland, Ohio, USA
| | - Lyle R McKinnon
- Department of Medical Microbiology and Infectious Diseases, University of Manitoba, Winnipeg, Canada
| | - Adam D Burgener
- Center for Global Health and Diseases, Case Western Reserve University School of Medicine, Cleveland, Ohio, USA
- Department of Obstetrics and Gynecology, University of Manitoba, Winnipeg, Canada
- Unit of Infectious Diseases, Department of Medicine Solna, Center for Molecular, Medicine, Karolinska Institute, Karolinska University Hospital, Stockholm, Sweden
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12
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Lee CY, Dillard LR, Papin JA, Arnold KB. New perspectives into the vaginal microbiome with systems biology. Trends Microbiol 2023; 31:356-368. [PMID: 36272885 DOI: 10.1016/j.tim.2022.09.011] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2022] [Revised: 09/19/2022] [Accepted: 09/21/2022] [Indexed: 10/28/2022]
Abstract
The vaginal microbiome (VMB) is critical to female reproductive health; however, the mechanisms associated with optimal and non-optimal states remain poorly understood due to the complex community structure and dynamic nature. Quantitative systems biology techniques applied to the VMB have improved understanding of community composition and function using primarily statistical methods. In contrast, fewer mechanistic models that use a priori knowledge of VMB features to develop predictive models have been implemented despite their use for microbiomes at other sites, including the gastrointestinal tract. Here, we explore systems biology approaches that have been applied in the VMB, highlighting successful techniques and discussing new directions that hold promise for improving understanding of health and disease.
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Affiliation(s)
- Christina Y Lee
- Department of Biomedical Engineering, University of Michigan, Ann Arbor, MI, USA
| | - Lillian R Dillard
- Department of Biomedical Engineering, University of Virginia, Charlottesville, VA, USA; Department of Biochemistry & Molecular Genetics, University of Virginia, Charlottesville, VA, USA
| | - Jason A Papin
- Department of Biomedical Engineering, University of Virginia, Charlottesville, VA, USA
| | - Kelly B Arnold
- Department of Biomedical Engineering, University of Michigan, Ann Arbor, MI, USA.
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13
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Edfeldt G, Kaldhusdal V, Czarnewski P, Bradley F, Bergström S, Lajoie J, Xu J, Månberg A, Kimani J, Oyugi J, Nilsson P, Tjernlund A, Fowke KR, Kwon DS, Broliden K. Distinct cervical tissue-adherent and luminal microbiome communities correlate with mucosal host gene expression and protein levels in Kenyan sex workers. MICROBIOME 2023; 11:67. [PMID: 37004130 PMCID: PMC10064689 DOI: 10.1186/s40168-023-01502-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/11/2022] [Accepted: 02/24/2023] [Indexed: 06/19/2023]
Abstract
BACKGROUND The majority of studies characterizing female genital tract microbiota have focused on luminal organisms, while the presence and impact of tissue-adherent ectocervical microbiota remain incompletely understood. Studies of luminal and tissue-associated bacteria in the gastrointestinal tract suggest that these communities may have distinct roles in health and disease. Here, we performed a multi-omics characterization of paired luminal and tissue samples collected from a cohort of Kenyan female sex workers. RESULTS We identified a tissue-adherent bacterial microbiome, with a higher alpha diversity than the luminal microbiome, in which dominant genera overall included Gardnerella and Lactobacillus, followed by Prevotella, Atopobium, and Sneathia. About half of the L. iners-dominated luminal samples had a corresponding Gardnerella-dominated tissue microbiome. Broadly, the tissue-adherent microbiome was associated with fewer differentially expressed host genes than the luminal microbiome. Gene set enrichment analysis revealed that L. crispatus-dominated tissue-adherent communities were associated with protein translation and antimicrobial activity, whereas a highly diverse microbial community was associated with epithelial remodeling and pro-inflammatory pathways. Tissue-adherent communities dominated by L. iners and Gardnerella were associated with lower host transcriptional activity. Tissue-adherent microbiomes dominated by Lactobacillus and Gardnerella correlated with host protein profiles associated with epithelial barrier stability, although with a more pro-inflammatory profile for the Gardnerella-dominated microbiome group. Tissue samples with a highly diverse composition had a protein profile representing cell proliferation and pro-inflammatory activity. CONCLUSION We identified ectocervical tissue-adherent bacterial communities in all study participants of a female sex worker cohort. These communities were distinct from cervicovaginal luminal microbiota in a significant proportion of individuals. We further revealed that bacterial communities at both sites correlated with distinct host gene expression and protein levels. The tissue-adherent bacterial community could possibly act as a reservoir that seed the lumen with less optimal, non-Lactobacillus, bacteria. Video Abstract.
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Affiliation(s)
- Gabriella Edfeldt
- Department of Medicine Solna, Division of Infectious Diseases, Karolinska Institutet, Department of Infectious Diseases, Karolinska University Hospital, Center for Molecular Medicine, J7:20, S-171 76, Stockholm, Sweden
| | - Vilde Kaldhusdal
- Department of Medicine Solna, Division of Infectious Diseases, Karolinska Institutet, Department of Infectious Diseases, Karolinska University Hospital, Center for Molecular Medicine, J7:20, S-171 76, Stockholm, Sweden
| | - Paulo Czarnewski
- Department of Biochemistry and Biophysics, National Bioinformatics Infrastructure Sweden, SciLifeLab, Stockholm University, Solna, Sweden
| | - Frideborg Bradley
- Department of Medicine Solna, Division of Infectious Diseases, Karolinska Institutet, Department of Infectious Diseases, Karolinska University Hospital, Center for Molecular Medicine, J7:20, S-171 76, Stockholm, Sweden
| | - Sofia Bergström
- Division of Affinity Proteomics, Department of Protein Science, SciLifeLab, KTH Royal Institute of Technology, Stockholm, Sweden
| | - Julie Lajoie
- Department of Medical Microbiology and Infectious Diseases, University of Manitoba, Winnipeg, Canada
| | - Jiawu Xu
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA, USA
| | - Anna Månberg
- Division of Affinity Proteomics, Department of Protein Science, SciLifeLab, KTH Royal Institute of Technology, Stockholm, Sweden
| | - Joshua Kimani
- Department of Medical Microbiology and Infectious Diseases, University of Manitoba, Winnipeg, Canada
- Department of Medical Microbiology, University of Nairobi, Nairobi, Kenya
- Partners for Health and Development in Africa, Nairobi, Kenya
| | - Julius Oyugi
- Department of Medical Microbiology and Infectious Diseases, University of Manitoba, Winnipeg, Canada
- Department of Medical Microbiology, University of Nairobi, Nairobi, Kenya
| | - Peter Nilsson
- Division of Affinity Proteomics, Department of Protein Science, SciLifeLab, KTH Royal Institute of Technology, Stockholm, Sweden
| | - Annelie Tjernlund
- Department of Medicine Solna, Division of Infectious Diseases, Karolinska Institutet, Department of Infectious Diseases, Karolinska University Hospital, Center for Molecular Medicine, J7:20, S-171 76, Stockholm, Sweden
| | - Keith R Fowke
- Department of Medical Microbiology and Infectious Diseases, University of Manitoba, Winnipeg, Canada
- Department of Medical Microbiology, University of Nairobi, Nairobi, Kenya
- Partners for Health and Development in Africa, Nairobi, Kenya
- Department of Community Health Sciences, University of Manitoba, Winnipeg, Canada
| | - Douglas S Kwon
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA, USA
| | - Kristina Broliden
- Department of Medicine Solna, Division of Infectious Diseases, Karolinska Institutet, Department of Infectious Diseases, Karolinska University Hospital, Center for Molecular Medicine, J7:20, S-171 76, Stockholm, Sweden.
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14
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Tuddenham S, Gajer P, Burke AE, Murphy C, Klein SL, Stennett CA, Wilgus B, Ravel J, Ghanem KG, Brotman RM. Lactobacillus-dominance and rapid stabilization of vaginal microbiota in combined oral contraceptive pill users examined through a longitudinal cohort study with frequent vaginal sampling over two years. EBioMedicine 2023; 87:104407. [PMID: 36529102 PMCID: PMC9792759 DOI: 10.1016/j.ebiom.2022.104407] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2022] [Revised: 11/22/2022] [Accepted: 11/24/2022] [Indexed: 12/23/2022] Open
Abstract
BACKGROUND Bacterial vaginosis (BV), a condition in which vaginal Lactobacillus spp. are in low abundance, is associated with vulvovaginal symptoms, obstetric outcomes and urogenital infections. Recurrent BV is difficult to manage, and emerging data indicate a reduced risk of BV with the use of hormonal contraception (HC). Despite widespread use, little longitudinal data is available on whether, and in what timeframe, combined oral contraceptive pills (COCs) may act to affect vaginal microbiota stability and Lactobacillus dominance. METHODS We compared the vaginal microbiota of reproductive-age cisgender women during intervals on combined estrogen and progestin COCs with non-use intervals in a 2-year observational study. Vaginal microbiota were characterized by 16S rRNA gene amplicon sequencing. FINDINGS COC users were more likely to have Lactobacillus-dominated microbiota and more stable microbiota over time. Stability increased and then plateaued four weeks after COC initiation. The associations between COCs and Lactobacillus spp. dominance, and microbiota stability, were statistically significant for White, but not African American women; however sample size was limited for African American participants. Findings were similar for other forms of HC and when excluding samples collected during menses. INTERPRETATION Our study provides a methodologic framework to evaluate observational longitudinal microbiota data with exposure crossovers. We found COCs are associated with vaginal microbiota stability and a Lactobacillus-dominated state. COCs appear to impact stability within a month of initiation. Our findings have clinical implications for how soon benefits can be expected in (at least White) patients initiating COCs, and support the need for larger prospective trials to verify our results in ethnically diverse populations. FUNDING R01-AI089878.
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Affiliation(s)
- Susan Tuddenham
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
| | - Pawel Gajer
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Anne E Burke
- Department of Gynecology and Obstetrics, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Catherine Murphy
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Sabra L Klein
- W. Harry Feinstone Department of Molecular Microbiology and Immunology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Christina A Stennett
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD, USA; Department of Epidemiology and Public Health, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Barbara Wilgus
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Jacques Ravel
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD, USA; Department of Microbiology and Immunology, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Khalil G Ghanem
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Rebecca M Brotman
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD, USA; Department of Epidemiology and Public Health, University of Maryland School of Medicine, Baltimore, MD, USA
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15
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Bick AJ, Skosana SB, Avenant C, Hapgood JP. Variability and quantification of serum medroxyprogesterone acetate levels. Steroids 2022; 187:109100. [PMID: 35964796 PMCID: PMC9884996 DOI: 10.1016/j.steroids.2022.109100] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/30/2022] [Revised: 07/27/2022] [Accepted: 08/09/2022] [Indexed: 02/01/2023]
Abstract
Quantification of serum progestin levels in clinical contraceptive studies is now routinely performed to understand progestin pharmacokinetics and to correct for unreliable self-reporting of contraceptive use by study participants. Many such studies are focussed on the three-monthly progestin-only intramuscular (IM) injectable contraceptive depot medroxyprogesterone acetate (DMPA-IM). Methods commonly used to measure serum MPA levels include liquid chromatography coupled to mass spectrometry (LC/MS) and radioimmunoassay (RIA); however, RIA methods have not been used in recent years. We review the available literature and find that these methods vary widely in terms of use of organic solvent extraction, use of derivitization and choice of organic solvent and chromatography columns. There is a lack of standardization of LC/MS methodology, including a lack of detailed extraction protocols. Limited evidence suggests that RIA, without organic solvent extraction, likely over-estimates progestin levels. Maximum MPA concentrations in the first two weeks post-injection show wide inter-individual and inter-study variation, regardless of quantification method used. Standardization of quantification methods and sampling time post-injection is required to improve interpretation of clinical data, in particular the side effects arising at different times depending on the pharmacokinetic profile unique to injectable contraceptives.
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Affiliation(s)
- Alexis J Bick
- Department of Molecular and Cell Biology, University of Cape, Cape Town, South Africa
| | - Salndave B Skosana
- Department of Molecular and Cell Biology, University of Cape, Cape Town, South Africa
| | - Chanel Avenant
- Department of Molecular and Cell Biology, University of Cape, Cape Town, South Africa
| | - Janet P Hapgood
- Department of Molecular and Cell Biology, University of Cape, Cape Town, South Africa; Institute of Infectious Disease and Molecular Medicine, University of Cape Town, South Africa.
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16
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Bunjun R, Ramla TF, Jaumdally SZ, Noël-Romas L, Ayele H, Brown BP, Gamieldien H, Harryparsad R, Dabee S, Nair G, Onono M, Palanee-Phillips T, Scoville CW, Heller KB, Baeten JM, Bosinger SE, Burgener A, Passmore JAS, Jaspan H, Heffron R. Initiating Intramuscular Depot Medroxyprogesterone Acetate Increases Frequencies of Th17-like Human Immunodeficiency Virus Target Cells in the Genital Tract of Women in South Africa: A Randomized Trial. Clin Infect Dis 2022; 75:2000-2011. [PMID: 35941737 PMCID: PMC9710690 DOI: 10.1093/cid/ciac284] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2022] [Indexed: 01/17/2023] Open
Abstract
BACKGROUND Cervicovaginal CD4+ T cells are preferential targets for human immunodeficiency virus (HIV) infection and have consequently been used as a proxy measure for HIV susceptibility. The ECHO randomized trial offered a unique opportunity to consider the association between contraceptives and Th17-like cells within a trial designed to evaluate HIV risk. In a mucosal substudy of the ECHO trial, we compared the impact of initiating intramuscular depot medroxyprogesterone acetate (DMPA-IM), copper-IUD, and the levonorgestrel (LNG) implant on cervical T cells. METHODS Cervical cytobrushes from 58 women enrolled in the ECHO trial were collected at baseline and 1 month after contraceptive initiation. We phenotyped cervical T cells using multiparameter flow cytometry, characterized the vaginal microbiome using 16s sequencing, and determined proteomic signatures associated with Th17-like cells using mass spectrometry. RESULTS Unlike the LNG implant or copper-IUD, DMPA-IM was associated with higher frequencies of cervical Th17-like cells within 1 month of initiation (P = .012), including a highly susceptible, activated population co-expressing CD38, CCR5, and α4β7 (P = .003). After 1 month, women using DMPA-IM also had more Th17-like cells than women using the Cu-IUD (P = .0002) or LNG implant (P = .04). Importantly, in women using DMPA-IM, proteomic signatures signifying enhanced mucosal barrier function were associated with the increased abundance of Th17-like cells. We also found that a non-Lactobacillus-dominant microbiome at baseline was associated with more Th17-like cells post-DMPA-IM (P = .03), although this did not influence barrier function. CONCLUSIONS Our data suggest that DMPA-IM-driven accumulation of HIV-susceptible Th17-like cells might be counteracted by their role in maintaining mucosal barrier integrity. CLINICAL TRIALS REGISTRATION NCT02550067.
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Affiliation(s)
- Rubina Bunjun
- Institute of Infectious Disease and Molecular Medicine, Department of Pathology, University of Cape Town, Cape Town, South Africa
| | - Tanko F Ramla
- Institute of Infectious Disease and Molecular Medicine, Department of Pathology, University of Cape Town, Cape Town, South Africa,The Medical Research Centre, Institute of Medical Research and Medicinal Plant Studies (IMPM), Ministry of Scientific Research and Innovation, Yaoundé, Cameroon
| | - Shameem Z Jaumdally
- Institute of Infectious Disease and Molecular Medicine, Department of Pathology, University of Cape Town, Cape Town, South Africa
| | - Laura Noël-Romas
- Center for Global Health and Diseases, Case Western Reserve University, Cleveland, Ohio, USA,Department of Obstetrics and Gynecology, University of Manitoba, Winnipeg, Canada
| | - Hossaena Ayele
- Center for Global Health and Diseases, Case Western Reserve University, Cleveland, Ohio, USA
| | - Bryan P Brown
- Seattle Children’s Research Institute, Seattle, Washington, USA
| | - Hoyam Gamieldien
- Institute of Infectious Disease and Molecular Medicine, Department of Pathology, University of Cape Town, Cape Town, South Africa
| | - Rushil Harryparsad
- Institute of Infectious Disease and Molecular Medicine, Department of Pathology, University of Cape Town, Cape Town, South Africa
| | - Smritee Dabee
- Institute of Infectious Disease and Molecular Medicine, Department of Pathology, University of Cape Town, Cape Town, South Africa
| | | | | | - Thesla Palanee-Phillips
- Wits Reproductive Health and HIV Institute (WHRI), Johannesburg, South Africa,University of Washington, Seattle, Washington, USA
| | | | | | | | - Steven E Bosinger
- Emory University, Atlanta, Georgia, USA,Yerkes National Primate Research Center, Atlanta, Georgia, USA
| | - Adam Burgener
- Center for Global Health and Diseases, Case Western Reserve University, Cleveland, Ohio, USA,Department of Obstetrics and Gynecology, University of Manitoba, Winnipeg, Canada,Unit of Infectious Diseases, Department of Medicine Solna, Center for Molecular Medicine, Karolinska Institute, Karolinska University Hospital, Stockholm, Sweden
| | - Jo-Ann S Passmore
- Correspondence: J.-A. S. Passmore, Institute of Infectious Disease and Molecular Medicine, Division of Virology, Faculty of Health Sciences, University of Cape Town, Observatory 7925, South Africa ()
| | - Heather Jaspan
- Institute of Infectious Disease and Molecular Medicine, Department of Pathology, University of Cape Town, Cape Town, South Africa,Seattle Children’s Research Institute, Seattle, Washington, USA,University of Washington, Seattle, Washington, USA
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17
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Bradley F, Franzén Boger M, Kaldhusdal V, Åhlberg A, Edfeldt G, Lajoie J, Bergström S, Omollo K, Damdimopoulos A, Czarnewski P, Månberg A, Oyugi J, Kimani J, Nilsson P, Fowke K, Tjernlund A, Broliden K. Multi-omics analysis of the cervical epithelial integrity of women using depot medroxyprogesterone acetate. PLoS Pathog 2022; 18:e1010494. [PMID: 35533147 PMCID: PMC9119532 DOI: 10.1371/journal.ppat.1010494] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2021] [Revised: 05/19/2022] [Accepted: 04/03/2022] [Indexed: 11/30/2022] Open
Abstract
Depot medroxyprogesterone acetate (DMPA) is an injectable hormonal contraceptive used by millions of women worldwide. However, experimental studies have associated DMPA use with genital epithelial barrier disruption and mucosal influx of human immunodeficiency virus (HIV) target cells. We explored the underlying molecular mechanisms of these findings. Ectocervical biopsies and cervicovaginal lavage (CVL) specimens were collected from HIV-seronegative Kenyan sex workers using DMPA (n = 32) or regularly cycling controls (n = 64). Tissue samples were assessed by RNA-sequencing and quantitative imaging analysis, whereas protein levels were measured in CVL samples. The results suggested a DMPA-associated upregulation of genes involved in immune regulation, including genes associated with cytokine-mediated signaling and neutrophil-mediated immunity. A transcription factor analysis further revealed DMPA-associated upregulation of RELA and NFKB1 which are involved in several immune activation pathways. Several genes significantly downregulated in the DMPA versus the control group were involved in epithelial structure and function, including genes encoding keratins, small proline-rich proteins, and cell-cell adhesion proteins. Pathway analyses indicated DMPA use was associated with immune activation and suppression of epithelium development, including keratinization and cornification processes. The cervicovaginal microbiome composition (Lactobacillus dominant and non-Lactobacillus dominant) had no overall interactional impact on the DMPA associated tissue gene expression. Imaging analysis verified that DMPA use was associated with an impaired epithelial layer as illustrated by staining for the selected epithelial junction proteins E-cadherin, desmoglein-1 and claudin-1. Additional staining for CD4+ cells revealed a more superficial location of these cells in the ectocervical epithelium of DMPA users versus controls. Altered protein levels of SERPINB1 and ITIH2 were further observed in the DMPA group. Identification of specific impaired epithelial barrier structures at the gene expression level, which were verified at the functional level by tissue imaging analysis, illustrates mechanisms by which DMPA adversely may affect the integrity of the genital mucosa. Sexual transmission accounts for the majority of all new HIV infections in women, and alterations to the mucosal environment of the female genital tract have been associated with an increase in the risk of acquiring HIV. Observational epidemiological studies have implied that the use of the injectable hormonal contraceptive depot medroxyprogesterone acetate (DMPA) may be associated with increased HIV-acquisition. However, a prospective clinical study has not confirmed this association and the controversial findings are currently evaluated in the context of international reproductive health policies. Several studies using various model systems indicate that DMPA affects the integrity of the genital epithelial barrier as well as the mucosal immune system, but the exact mechanisms remain largely unknown. To characterize the effect of DMPA on the genital mucosal environment, we used a multi-omics approach to assess paired genital secretions and cervical tissue samples from long-term regular DMPA users living in Kenya. This unique cohort represents a population at risk of HIV infection in which DMPA is one of the most commonly used hormonal contraceptives. We identified impaired cervical epithelial barrier structures, including DMPA-associated reduction in the expression of cell-cell adhesion molecules, keratins, small proline-rich proteins and a thinner upper epithelial layer with more superficially located CD4+ cells. Gene set enrichment pathway analyses indicated DMPA use was associated with immune activation and suppression of epithelium development including keratinization and cornification pathways. Protein analysis identified altered levels of selected anti-proteases. Our findings illustrate mechanisms by which DMPA adversely may affect the integrity of the genital mucosa.
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Affiliation(s)
- Frideborg Bradley
- Department of Medicine Solna, Division of Infectious Diseases, Karolinska Institutet, Department of Infectious Diseases, Karolinska University Hospital, Center for Molecular Medicine, Stockholm, Sweden
| | - Mathias Franzén Boger
- Department of Medicine Solna, Division of Infectious Diseases, Karolinska Institutet, Department of Infectious Diseases, Karolinska University Hospital, Center for Molecular Medicine, Stockholm, Sweden
| | - Vilde Kaldhusdal
- Department of Medicine Solna, Division of Infectious Diseases, Karolinska Institutet, Department of Infectious Diseases, Karolinska University Hospital, Center for Molecular Medicine, Stockholm, Sweden
| | - Alexandra Åhlberg
- Department of Medicine Solna, Division of Infectious Diseases, Karolinska Institutet, Department of Infectious Diseases, Karolinska University Hospital, Center for Molecular Medicine, Stockholm, Sweden
| | - Gabriella Edfeldt
- Department of Medicine Solna, Division of Infectious Diseases, Karolinska Institutet, Department of Infectious Diseases, Karolinska University Hospital, Center for Molecular Medicine, Stockholm, Sweden
| | - Julie Lajoie
- Department of Medical Microbiology and Infectious Diseases, University of Manitoba, Winnipeg, Canada
- Department of Medical Microbiology, University of Nairobi, Nairobi, Kenya
| | - Sofia Bergström
- Division of Affinity Proteomics, Department of Protein Science, SciLifeLab, KTH Royal Institute of Technology, Stockholm, Sweden
| | - Kenneth Omollo
- Department of Medical Microbiology, University of Nairobi, Nairobi, Kenya
| | - Anastasios Damdimopoulos
- Bioinformatics and Expression Analysis core facility, Department of Biosciences and Nutrition, Karolinska Institutet, Huddinge, Sweden
| | - Paulo Czarnewski
- Department of Biochemistry and Biophysics, National Bioinformatics Infrastructure Sweden, SciLifeLab, Stockholm University, Solna, Sweden
| | - Anna Månberg
- Division of Affinity Proteomics, Department of Protein Science, SciLifeLab, KTH Royal Institute of Technology, Stockholm, Sweden
| | - Julius Oyugi
- Department of Medical Microbiology and Infectious Diseases, University of Manitoba, Winnipeg, Canada
- Department of Medical Microbiology, University of Nairobi, Nairobi, Kenya
| | - Joshua Kimani
- Department of Medical Microbiology and Infectious Diseases, University of Manitoba, Winnipeg, Canada
- Department of Medical Microbiology, University of Nairobi, Nairobi, Kenya
- Partners for Health and Development in Africa, Nairobi, Kenya
| | - Peter Nilsson
- Division of Affinity Proteomics, Department of Protein Science, SciLifeLab, KTH Royal Institute of Technology, Stockholm, Sweden
| | - Keith Fowke
- Department of Medical Microbiology and Infectious Diseases, University of Manitoba, Winnipeg, Canada
- Department of Medical Microbiology, University of Nairobi, Nairobi, Kenya
- Partners for Health and Development in Africa, Nairobi, Kenya
- Department of Community Health Sciences, University of Manitoba, Winnipeg, Canada
| | - Annelie Tjernlund
- Department of Medicine Solna, Division of Infectious Diseases, Karolinska Institutet, Department of Infectious Diseases, Karolinska University Hospital, Center for Molecular Medicine, Stockholm, Sweden
| | - Kristina Broliden
- Department of Medicine Solna, Division of Infectious Diseases, Karolinska Institutet, Department of Infectious Diseases, Karolinska University Hospital, Center for Molecular Medicine, Stockholm, Sweden
- * E-mail:
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18
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Sherrill-Mix S, Yang M, Aldrovandi GM, Brenchley JM, Bushman FD, Collman RG, Dandekar S, Klatt NR, Lagenaur LA, Landay AL, Paredes R, Tachedjian G, Turpin JA, Serrano-Villar S, Lozupone CA, Ghosh M. A Summary of the Sixth International Workshop on Microbiome in HIV Pathogenesis, Prevention, and Treatment. AIDS Res Hum Retroviruses 2022; 38:173-180. [PMID: 34969255 PMCID: PMC9009592 DOI: 10.1089/aid.2021.0173] [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: 11/12/2022] Open
Abstract
In October of 2020, researchers from around the world met online for the sixth annual International Workshop on Microbiome in HIV Pathogenesis, Prevention, and Treatment. New research was presented on the roles of the microbiome on immune response and HIV transmission and pathogenesis and the potential for alterations in the microbiome to decrease transmission and affect comorbidities. This article presents a summary of the findings reported.
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Affiliation(s)
- Scott Sherrill-Mix
- Department of Microbiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA.,Address correspondence to: Scott Sherrill-Mix, Department of Microbiology, Perelman School of Medicine, University of Pennsylvania, 424 Johnson Pavilion, 3610 Hamilton Walk, Philadelphia, PA 19104, USA
| | - Michelle Yang
- Department of Epidemiology, The George Washington University, Washington, District of Columbia, USA
| | - Grace M. Aldrovandi
- Department of Pediatrics, University of California, Los Angeles, California, USA
| | | | - Frederic D. Bushman
- Department of Microbiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Ronald G. Collman
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Satya Dandekar
- Department of Medical Microbiology and Immunology, University of California, Davis, Davis, California, USA
| | - Nichole R. Klatt
- Department of Medicine, University of Minnesota, Minneapolis, Minnesota, USA
| | | | - Alan L. Landay
- Division of Gerontology, Department of Internal Medicine, Rush University Medical Center, Chicago, Illinois, USA
| | - Roger Paredes
- Institut de Recerca de la SIDA IrsiCaixa i Unitat VIH, Universitat Autònoma de Barcelona, Universitat de Vic, Catalonia, Spain
| | | | - Jim A. Turpin
- Divison of AIDS, NIAID, NIH, Bethesda, Maryland, USA
| | - Sergio Serrano-Villar
- Department of Infectious Diseases, Hospital Universitario Ramon y Cajal, Madrid, Spain
| | | | - Mimi Ghosh
- Department of Epidemiology, The George Washington University, Washington, District of Columbia, USA
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19
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Ratten LK, Plummer EL, Bradshaw CS, Fairley CK, Murray GL, Garland SM, Bateson D, Tachedjian G, Masson L, Vodstrcil LA. The Effect of Exogenous Sex Steroids on the Vaginal Microbiota: A Systematic Review. Front Cell Infect Microbiol 2021; 11:732423. [PMID: 34869054 PMCID: PMC8633117 DOI: 10.3389/fcimb.2021.732423] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2021] [Accepted: 10/13/2021] [Indexed: 12/12/2022] Open
Abstract
Background Exogenous sex steroids within hormonal contraception and menopausal hormone therapy (MHT) have been used for family planning and management of menopausal symptoms, without consideration of their effects on the vaginal microbiota. This is largely because their use predates our understanding of the importance of the vaginal microbiome on human health. We conducted a systematic review (PROSPERO: CRD42018107730) to determine the influence of exogenous sex steroids, stratified by oestrogen-containing or progestin-only types of contraception, and MHT on the vaginal microbiome, as measured by molecular methods. Methods Embase, PubMed and Medline were searched for relevant literature published through to December 1st 2020. Eligible studies reported on the effect of specific exogenous sex steroids on the vaginal microbiome using a molecular method. Data regarding the ‘positive’, ‘negative’ or ‘neutral’ effect of each type of contraceptive or MHT on the vaginal microbiome was extracted and summarised. A positive effect reflected sex steroid exposure that was associated with increased abundance of lactobacilli, a change to, or maintenance of, an optimal vaginal microbiota composition, or a decrease in bacterial diversity (specifically reflecting a low-diversity optimal microbiota state), relative to the control group. An exogenous sex steroid was designated as having a negative effect on the vaginal microbiome if it resulted in opposing effects (i.e. loss of lactobacilli, a non-optimal microbiota state). When no significant change was found, this was considered neutral/inconclusive. Results We identified 29 manuscripts reporting on the effect of exogenous sex steroids on the vaginal microbiome; 25 investigating hormonal contraceptives, and 4 investigating MHT. Oestrogen-containing contraception, particularly reflecting the combined oestrogen and progestin-containing contraceptive pill, had a positive effect on the composition of the vaginal microbiota. Progestin-only contraception, particularly reflecting depo-medroxyprogesterone acetate, had mixed effects on the microbiota. Among post-menopausal women using MHT, exogenous oestrogen applied topically was associated with increased prevalence of lactobacilli. Conclusion Our findings suggest that oestrogen-containing compounds may promote an optimal vaginal microbiota, which could have clinical applications. The impact of progestin-only contraceptives on the vaginal microbiota is less clear; more data is needed to determine how progestin-only contraceptives contribute to adverse reproductive and sexual health outcomes.
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Affiliation(s)
- Larissa K Ratten
- Central Clinical School, Monash University, Carlton, VIC, Australia.,Melbourne Sexual Health Centre, Alfred Health, Carlton, VIC, Australia
| | - Erica L Plummer
- Central Clinical School, Monash University, Carlton, VIC, Australia.,Melbourne Sexual Health Centre, Alfred Health, Carlton, VIC, Australia
| | - Catriona S Bradshaw
- Central Clinical School, Monash University, Carlton, VIC, Australia.,Melbourne Sexual Health Centre, Alfred Health, Carlton, VIC, Australia.,Melbourne School of Population and Global Health, The University of Melbourne, Parkville, VIC, Australia
| | - Christopher K Fairley
- Central Clinical School, Monash University, Carlton, VIC, Australia.,Melbourne Sexual Health Centre, Alfred Health, Carlton, VIC, Australia
| | - Gerald L Murray
- Department of Obstetrics and Gynaecology, The University of Melbourne, Parkville, VIC, Australia.,Centre for Women's Infectious Diseases Research, The Royal Women's Hospital, Parkville, VIC, Australia.,Infection and Immunity, Murdoch Children's Research Institute, Parkville, VIC, Australia
| | - Suzanne M Garland
- Department of Obstetrics and Gynaecology, The University of Melbourne, Parkville, VIC, Australia.,Centre for Women's Infectious Diseases Research, The Royal Women's Hospital, Parkville, VIC, Australia.,Infection and Immunity, Murdoch Children's Research Institute, Parkville, VIC, Australia
| | - Deborah Bateson
- Family Planning NSW, Sydney, NSW, Australia.,Discipline of Obstetrics, Gynaecology and Neonatology, Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, Australia
| | - Gilda Tachedjian
- Life Sciences Discipline, Burnet Institute, Melbourne, VIC, Australia.,Department of Microbiology, Monash University, Clayton, VIC, Australia.,Department of Microbiology and Immunology, Peter Doherty Institute for Infection and Immunity, University of Melbourne, Melbourne, VIC, Australia
| | - Lindi Masson
- Central Clinical School, Monash University, Carlton, VIC, Australia.,Life Sciences Discipline, Burnet Institute, Melbourne, VIC, Australia.,Institute of Infectious Disease and Molecular Medicine and Department of Pathology, University of Cape Town, Cape Town, South Africa.,Centre for the AIDS Programme of Research in South Africa, Durban, South Africa
| | - Lenka A Vodstrcil
- Central Clinical School, Monash University, Carlton, VIC, Australia.,Melbourne Sexual Health Centre, Alfred Health, Carlton, VIC, Australia.,Melbourne School of Population and Global Health, The University of Melbourne, Parkville, VIC, Australia
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20
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Byrne EH, Farcasanu M, Bloom SM, Xulu N, Xu J, Hykes BL, Mafunda NA, Hayward MR, Dong M, Dong KL, Gumbi T, Ceasar FX, Ismail N, Ndung'u T, Gosmann C, Ghebremichael MS, Handley SA, Mitchell CM, Villani AC, Kwon DS. Antigen Presenting Cells Link the Female Genital Tract Microbiome to Mucosal Inflammation, With Hormonal Contraception as an Additional Modulator of Inflammatory Signatures. Front Cell Infect Microbiol 2021; 11:733619. [PMID: 34604114 PMCID: PMC8482842 DOI: 10.3389/fcimb.2021.733619] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2021] [Accepted: 08/26/2021] [Indexed: 01/04/2023] Open
Abstract
The microbiome of the female genital tract (FGT) is closely linked to reproductive health outcomes. Diverse, anaerobe-dominated communities with low Lactobacillus abundance are associated with a number of adverse reproductive outcomes, such as preterm birth, cervical dysplasia, and sexually transmitted infections (STIs), including HIV. Vaginal dysbiosis is associated with local mucosal inflammation, which likely serves as a biological mediator of poor reproductive outcomes. Yet the precise mechanisms of this FGT inflammation remain unclear. Studies in humans have been complicated by confounding demographic, behavioral, and clinical variables. Specifically, hormonal contraception is associated both with changes in the vaginal microbiome and with mucosal inflammation. In this study, we examined the transcriptional landscape of cervical cell populations in a cohort of South African women with differing vaginal microbial community types. We also investigate effects of reproductive hormones on the transcriptional profiles of cervical cells, focusing on the contraceptive depot medroxyprogesterone acetate (DMPA), the most common form of contraception in sub-Saharan Africa. We found that antigen presenting cells (APCs) are key mediators of microbiome associated FGT inflammation. We also found that DMPA is associated with significant transcriptional changes across multiple cell lineages, with some shared and some distinct pathways compared to the inflammatory signature seen with dysbiosis. These results highlight the importance of an integrated, systems-level approach to understanding host-microbe interactions, with an appreciation for important variables, such as reproductive hormones, in the complex system of the FGT mucosa.
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Affiliation(s)
- Elizabeth H Byrne
- Ragon Institute of Massachusetts General Hospital (MGH), Massachusetts Institute of Technology (MIT), and Harvard, Cambridge, MA, United States.,Department of Medicine, Harvard Medical School, Boston, MA, United States
| | - Mara Farcasanu
- Ragon Institute of Massachusetts General Hospital (MGH), Massachusetts Institute of Technology (MIT), and Harvard, Cambridge, MA, United States
| | - Seth M Bloom
- Ragon Institute of Massachusetts General Hospital (MGH), Massachusetts Institute of Technology (MIT), and Harvard, Cambridge, MA, United States.,Department of Medicine, Harvard Medical School, Boston, MA, United States.,Division of Infectious Diseases, Massachusetts General Hospital, Boston, MA, United States
| | - Nondumiso Xulu
- HIV Pathogenesis Programme (HPP), The Doris Duke Medical Research Institute, University of KwaZulu-Natal, Durban, South Africa
| | - Jiawu Xu
- Ragon Institute of Massachusetts General Hospital (MGH), Massachusetts Institute of Technology (MIT), and Harvard, Cambridge, MA, United States
| | - Barry L Hykes
- Department of Pathology and Immunology, Washington University School of Medicine, St. Louis, MO, United States
| | - Nomfuneko A Mafunda
- Ragon Institute of Massachusetts General Hospital (MGH), Massachusetts Institute of Technology (MIT), and Harvard, Cambridge, MA, United States
| | - Matthew R Hayward
- Ragon Institute of Massachusetts General Hospital (MGH), Massachusetts Institute of Technology (MIT), and Harvard, Cambridge, MA, United States.,Department of Medicine, Harvard Medical School, Boston, MA, United States
| | - Mary Dong
- Ragon Institute of Massachusetts General Hospital (MGH), Massachusetts Institute of Technology (MIT), and Harvard, Cambridge, MA, United States.,Females Rising Through Education, Support, and Health (FRESH), Durban, South Africa
| | - Krista L Dong
- Ragon Institute of Massachusetts General Hospital (MGH), Massachusetts Institute of Technology (MIT), and Harvard, Cambridge, MA, United States.,Department of Medicine, Harvard Medical School, Boston, MA, United States.,Females Rising Through Education, Support, and Health (FRESH), Durban, South Africa
| | - Thandeka Gumbi
- Females Rising Through Education, Support, and Health (FRESH), Durban, South Africa.,Health Systems Trust, Durban, South Africa
| | - Fransisca Xolisile Ceasar
- Females Rising Through Education, Support, and Health (FRESH), Durban, South Africa.,Health Systems Trust, Durban, South Africa
| | - Nasreen Ismail
- HIV Pathogenesis Programme (HPP), The Doris Duke Medical Research Institute, University of KwaZulu-Natal, Durban, South Africa
| | - Thumbi Ndung'u
- Ragon Institute of Massachusetts General Hospital (MGH), Massachusetts Institute of Technology (MIT), and Harvard, Cambridge, MA, United States.,HIV Pathogenesis Programme (HPP), The Doris Duke Medical Research Institute, University of KwaZulu-Natal, Durban, South Africa.,Africa Health Research Institute (AHRI), Durban, South Africa.,Max Planck Institute for Infection Biology, Berlin, Germany.,Division of Infection and Immunity, University College London, London, United Kingdom
| | - Christina Gosmann
- Ragon Institute of Massachusetts General Hospital (MGH), Massachusetts Institute of Technology (MIT), and Harvard, Cambridge, MA, United States.,Department of Medicine, Harvard Medical School, Boston, MA, United States
| | - Musie S Ghebremichael
- Ragon Institute of Massachusetts General Hospital (MGH), Massachusetts Institute of Technology (MIT), and Harvard, Cambridge, MA, United States.,Department of Medicine, Harvard Medical School, Boston, MA, United States
| | - Scott A Handley
- Department of Pathology and Immunology, Washington University School of Medicine, St. Louis, MO, United States
| | - Caroline M Mitchell
- Ragon Institute of Massachusetts General Hospital (MGH), Massachusetts Institute of Technology (MIT), and Harvard, Cambridge, MA, United States.,Department of Medicine, Harvard Medical School, Boston, MA, United States.,Department of Obstetrics and Gynecology, Massachusetts General Hospital, Boston, MA, United States
| | - Alexandra-Chloé Villani
- Department of Medicine, Harvard Medical School, Boston, MA, United States.,Center for Immunology and Inflammatory Diseases, Department of Medicine, Massachusetts General Hospital, Boston, MA, United States.,Broad Institute of MIT and Harvard, Immunology Program, Cambridge, MA, United States
| | - Douglas S Kwon
- Ragon Institute of Massachusetts General Hospital (MGH), Massachusetts Institute of Technology (MIT), and Harvard, Cambridge, MA, United States.,Department of Medicine, Harvard Medical School, Boston, MA, United States.,Division of Infectious Diseases, Massachusetts General Hospital, Boston, MA, United States
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21
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Ayele H, Perner M, McKinnon LR, Birse K, Farr Zuend C, Burgener A. An updated review on the effects of depot medroxyprogesterone acetate on the mucosal biology of the female genital tract. Am J Reprod Immunol 2021; 86:e13455. [PMID: 33991137 PMCID: PMC8459266 DOI: 10.1111/aji.13455] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2021] [Revised: 04/28/2021] [Accepted: 05/10/2021] [Indexed: 11/29/2022] Open
Abstract
Background Access to safe, effective, and affordable contraception is important for women’s health and essential to mitigate maternal and fetal mortality rates. The progestin‐based contraceptive depot medroxyprogesterone acetate (DMPA) is a popular contraceptive choice with a low failure rate and convenient administration schedule. Aim In this review, we compiled observational data from human cohorts that examine how DMPA influences the mucosal biology of the female genital tract (FGT) that are essential in maintaining vaginal health, including resident immune cells, pro‐inflammatory cytokines, epithelial barrier function, and the vaginal microbiome Materials and Methods This review focused on the recent published literature published in 2019 and 2020. Results Recent longitudinal studies show that DMPA use associates with an immunosuppressive phenotype, increase in CD4+CCR5+ T cells, and alterations to growth factors. In agreement with previous meta‐analyses, DMPA use is associated with minimal effects of the composition of the vaginal microbiome. Cross‐sectional studies associate a more pro‐inflammatory relationship with DMPA, but these studies are confounded by inherent weaknesses of cross‐sectional studies, including differences in study group sizes, behaviors, and other variables that may affect genital inflammation. Discussion & Conclusion These recent results indicate that the interactions between DMPA and the vaginal mucosa are complex emphasizing the need for comprehensive longitudinal studies that take into consideration the measurement of multiple biological parameters.
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Affiliation(s)
- Hossaena Ayele
- Department of Medical Microbiology and Infectious Diseases, University of Manitoba, Winnipeg, Manitoba, Canada.,Center for Global Health and Diseases, Case Western Reserve University, Cleveland, Ohio, USA
| | - Michelle Perner
- Department of Medical Microbiology and Infectious Diseases, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Lyle R McKinnon
- Department of Medical Microbiology and Infectious Diseases, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Kenzie Birse
- Center for Global Health and Diseases, Case Western Reserve University, Cleveland, Ohio, USA.,Department of Obstetrics & Gynecology, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Christina Farr Zuend
- Center for Global Health and Diseases, Case Western Reserve University, Cleveland, Ohio, USA
| | - Adam Burgener
- Department of Medical Microbiology and Infectious Diseases, University of Manitoba, Winnipeg, Manitoba, Canada.,Center for Global Health and Diseases, Case Western Reserve University, Cleveland, Ohio, USA.,Department of Obstetrics & Gynecology, University of Manitoba, Winnipeg, Manitoba, Canada.,Unit of Infectious Diseases, Department of Medicine Solna, Center for Molecular Medicine, Solna, Sweden
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