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Kumar T, Rekhi A, Lee Y, Tran J, Nagtalon AGD, Rohatgi S, Cyphert EL. Leveraging the microbiome to combat antibiotic resistant gynecological infections. NPJ ANTIMICROBIALS AND RESISTANCE 2025; 3:32. [PMID: 40269132 PMCID: PMC12019171 DOI: 10.1038/s44259-025-00106-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/30/2024] [Accepted: 04/09/2025] [Indexed: 04/25/2025]
Abstract
The vaginal resistome can be considered a collection of the resistant determinants in the vaginal microbiome. Here we review the vaginal resistome including the microbes and resistant genes harbored in common gynecological infections, vaginal microbes that participate in horizontal gene transfer, host factors that contribute to the resistome, and common therapies. Finally, we provide perspective on technologies that can be leveraged to study the vaginal resistome and remaining challenges.
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Affiliation(s)
- Tanya Kumar
- University of California San Diego, Shu Chien-Gene Lay Department of Bioengineering, La Jolla, CA, USA
- Medical Scientist Training Program, University of California San Diego, La Jolla, CA, USA
| | - Aryak Rekhi
- University of California San Diego, Shu Chien-Gene Lay Department of Bioengineering, La Jolla, CA, USA
| | - Yumie Lee
- University of California San Diego, Shu Chien-Gene Lay Department of Bioengineering, La Jolla, CA, USA
| | - Julielam Tran
- University of California San Diego, Shu Chien-Gene Lay Department of Bioengineering, La Jolla, CA, USA
| | - Arlene Grace D Nagtalon
- University of California San Diego, Shu Chien-Gene Lay Department of Bioengineering, La Jolla, CA, USA
| | - Sidhant Rohatgi
- University of California San Diego, Shu Chien-Gene Lay Department of Bioengineering, La Jolla, CA, USA
| | - Erika L Cyphert
- University of California San Diego, Shu Chien-Gene Lay Department of Bioengineering, La Jolla, CA, USA.
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Innamorati KA, Earl JP, Barrera SC, Ehrlich RL, Aiyeku J, Gordon A, Powell E, Retchless AC, Ahmed A, Sen B, Balashov S, Mell JC, Hillier SL, Ehrlich GD. Metronidazole response profiles of Gardnerella species are congruent with phylogenetic and comparative genomic analyses. Genome Med 2025; 17:28. [PMID: 40133961 PMCID: PMC11934483 DOI: 10.1186/s13073-025-01446-4] [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: 05/24/2024] [Accepted: 02/25/2025] [Indexed: 03/27/2025] Open
Abstract
BACKGROUND Bacterial vaginosis (BV) affects 20-50% of reproductive-age female patients annually, arising when opportunistic pathogens outcompete healthy vaginal flora. Many patients fail to resolve symptoms with a course of metronidazole, the current first-line treatment for BV. Our study was designed to identify genomic variation associated with metronidazole resistance among strains of Gardnerella vaginalis spp. (GV), a genus of biogenic-amine-producing bacteria closely associated with BV pathogenesis, for the development of a companion molecular diagnostic. METHODS Whole-genome sequencing and comparative genomic metrics, including average nucleotide identity and GC content, were performed on a diverse set of 129 GV genomes to generate data for detailed taxonomic analyses. Pangenomic analyses were employed to construct a phylogenetic tree and cluster highly related strains within genospecies. G. vaginalis spp. clinical isolates within our collection were subjected to plate-based minimum inhibitory concentration (MIC) testing of metronidazole (n = 60) and clindamycin (n = 63). DECIPHER and MAFFT were used to identify genospecies-specific primers associated with antibiotic-resistance phenotypes. PCR-based analyses with these primers were used to confirm their specificity for the relevant genospecies. RESULTS Eleven distinct genospecies based on standard ANI criteria were identified among the GV strains in our collection. Metronidazole MIC testing revealed six genospecies within a closely related phylogenetic clade contained only highly metronidazole-resistant strains (MIC ≥ 32 µg/mL) and suggested at least two mechanisms of metronidazole resistance within the eleven GV genospecies. All strains within the six highly metronidazole-resistant genospecies displayed susceptibility to clinically relevant clindamycin concentrations (MIC ≤ 2 µg/mL). A PCR-based molecular diagnostic assay was developed to distinguish between members of the metronidazole-resistant and mixed-response genospecies, which should be useful for determining the clade membership of various GV strains and could assist in the selection of appropriate antibiotic therapies for BV cases. CONCLUSIONS This study provides comparative genomic and phylogenetic evidence for eleven distinct genospecies within the genus Gardnerella vaginalis spp., and identifies genospecies-specific responses to metronidazole, the first-line treatment for BV. A companion molecular diagnostic assay was developed that is capable of identifying essentially all highly metronidazole-resistant strains that phylogenetically cluster together within the GV genospecies, which is informative for antibiotic treatment options.
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Affiliation(s)
- Katherine A Innamorati
- Center for Advanced Microbial Processing, Drexel University College of Medicine, Philadelphia, PA, USA
- Center for Genomic Sciences, Drexel University College of Medicine, Philadelphia, PA, USA
- Department of Microbiology and Immunology, Drexel University College of Medicine, 245 N 15th St, Rm 5110, Philadelphia, PA, USA
| | - Joshua P Earl
- Center for Advanced Microbial Processing, Drexel University College of Medicine, Philadelphia, PA, USA.
- Center for Genomic Sciences, Drexel University College of Medicine, Philadelphia, PA, USA.
- Department of Microbiology and Immunology, Drexel University College of Medicine, 245 N 15th St, Rm 5110, Philadelphia, PA, USA.
- Earl Consulting, LLC, 3631 Wallace Street, Philadelphia, PA, 19104, USA.
| | - Shirley C Barrera
- Department of Microbiology and Immunology, Drexel University College of Medicine, 245 N 15th St, Rm 5110, Philadelphia, PA, USA
| | - Rachel L Ehrlich
- Center for Advanced Microbial Processing, Drexel University College of Medicine, Philadelphia, PA, USA
- Center for Genomic Sciences, Drexel University College of Medicine, Philadelphia, PA, USA
- Department of Microbiology and Immunology, Drexel University College of Medicine, 245 N 15th St, Rm 5110, Philadelphia, PA, USA
| | - Josephine Aiyeku
- Center for Advanced Microbial Processing, Drexel University College of Medicine, Philadelphia, PA, USA
- Center for Genomic Sciences, Drexel University College of Medicine, Philadelphia, PA, USA
- Department of Microbiology and Immunology, Drexel University College of Medicine, 245 N 15th St, Rm 5110, Philadelphia, PA, USA
| | - Ari Gordon
- Center for Advanced Microbial Processing, Drexel University College of Medicine, Philadelphia, PA, USA
- Center for Genomic Sciences, Drexel University College of Medicine, Philadelphia, PA, USA
- Department of Microbiology and Immunology, Drexel University College of Medicine, 245 N 15th St, Rm 5110, Philadelphia, PA, USA
| | - Evan Powell
- Magee-Women's Hospital of University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - Adam C Retchless
- Center for Genomic Sciences, Allegheny Singer Research Institute, Pittsburgh, PA, USA
| | - Azad Ahmed
- Center for Advanced Microbial Processing, Drexel University College of Medicine, Philadelphia, PA, USA
- Center for Genomic Sciences, Drexel University College of Medicine, Philadelphia, PA, USA
| | - Bhaswati Sen
- Center for Advanced Microbial Processing, Drexel University College of Medicine, Philadelphia, PA, USA
- Center for Genomic Sciences, Drexel University College of Medicine, Philadelphia, PA, USA
| | - Sergey Balashov
- Center for Advanced Microbial Processing, Drexel University College of Medicine, Philadelphia, PA, USA
- Center for Genomic Sciences, Drexel University College of Medicine, Philadelphia, PA, USA
- Department of Microbiology and Immunology, Drexel University College of Medicine, 245 N 15th St, Rm 5110, Philadelphia, PA, USA
| | - Joshua Chang Mell
- Center for Advanced Microbial Processing, Drexel University College of Medicine, Philadelphia, PA, USA
- Center for Genomic Sciences, Drexel University College of Medicine, Philadelphia, PA, USA
- Department of Microbiology and Immunology, Drexel University College of Medicine, 245 N 15th St, Rm 5110, Philadelphia, PA, USA
| | | | - Garth D Ehrlich
- Center for Advanced Microbial Processing, Drexel University College of Medicine, Philadelphia, PA, USA.
- Center for Genomic Sciences, Drexel University College of Medicine, Philadelphia, PA, USA.
- Department of Microbiology and Immunology, Drexel University College of Medicine, 245 N 15th St, Rm 5110, Philadelphia, PA, USA.
- Department of Otolaryngology - Head and Neck Surgery, Drexel University College of Medicine, Philadelphia, PA, USA.
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Bouzek H, Srinivasan S, Jones DS, McMahon EF, Strenk SM, Fiedler TL, Fredricks DN, Johnston CD. A Syntenic Pangenome for Gardnerella Reveals Taxonomic Boundaries and Stratification of Metabolic and Virulence Potential across Species. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2025:2025.02.19.636902. [PMID: 40027674 PMCID: PMC11870614 DOI: 10.1101/2025.02.19.636902] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/05/2025]
Abstract
Bacterial vaginosis (BV) is a prevalent condition associated with an imbalance in the vaginal microbiota, often involving species of Gardnerella . The taxonomic complexity and inconsistent nomenclature of Gardnerella have impeded progress in understanding the role of specific species in health and disease. In this study, we conducted a comprehensive genomic and pangenomic analysis to resolve taxonomic ambiguities and elucidate metabolic and virulence potential across Gardnerella species. We obtained complete, closed genomes for 42 Gardnerella isolates from women with BV and curated publicly available genome sequences (n = 291). Average nucleotide identity (ANI) analysis, digital DNA-DNA hybridization (dDDH), and the cpn60 gene sequences identified nine species and eleven subspecies within Gardnerella , for which we refined species and subspecies boundaries and proposed updated nomenclature. Pangenome analysis revealed species-specific gene clusters linked to metabolic pathways, virulence factors, and niche adaptations, distinguishing species specialized for mucin degradation in the vaginal environment from those potentially adapted to urinary tract colonization. Notably, we identified lineage-specific evolutionary divergence in gene clusters associated with biofilm formation, carbohydrate metabolism, and antimicrobial resistance. We further discovered the first cryptic plasmids naturally present within the Gardnerella genus. Our findings provide a unified framework for Gardnerella taxonomy and nomenclature, and enhance our understanding of species-specific functional capabilities, with implications for Gardnerella research, diagnostics, and targeted therapeutics in BV.
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Anton L, Sierra LJ, DeVine A, Barila G, Heiser L, Brown AG, Elovitz MA. Common Cervicovaginal Microbial Supernatants Alter Cervical Epithelial Function: Mechanisms by Which Lactobacillus crispatus Contributes to Cervical Health. Front Microbiol 2018; 9:2181. [PMID: 30349508 PMCID: PMC6186799 DOI: 10.3389/fmicb.2018.02181] [Citation(s) in RCA: 74] [Impact Index Per Article: 10.6] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2018] [Accepted: 08/24/2018] [Indexed: 12/18/2022] Open
Abstract
Cervicovaginal (CV) microbiota is associated with vaginal health and disease in non-pregnant women. Recent studies in pregnant women suggest that specific CV microbes are associated with preterm birth (PTB). While the associations between CV microbiota and adverse outcomes have been demonstrated, the mechanisms regulating the associations remain unclear. As the CV space contains an epithelial barrier, we postulate that CV microbiota can alter the epithelial barrier function. We investigated the biological, molecular, and epigenetic effects of Lactobacillus crispatus, Lactobacillus iners, and Gardnerella vaginalis on the cervical epithelial barrier function and determined whether L. crispatus mitigates the effects of lipopolysaccharide (LPS) and G. vaginalis on the cervical epithelial barrier as a possible mechanism by which CV microbiota mitigates disease risk. Ectocervical and endocervical cells treated with L. crispatus, L. iners, and G. vaginalis bacteria-free supernatants alone or combined were used to measure cell permeability, adherens junction proteins, inflammatory mediators, and miRNAs. Ectocervical and endocervical permeability increased after L. iners and G. vaginalis exposure. Soluble epithelial cadherin increased after exposure to L. iners but not G. vaginalis or L. crispatus. A Luminex cytokine/chemokine panel revealed increased proinflammatory mediators in all three bacteria-free supernatants with L. iners and G. vaginalis having more diverse inflammatory effects. L. iners and G. vaginalis altered the expression of cervical-, microbial-, and inflammatory-associated miRNAs. L. crispatus mitigated the LPS or G. vaginalis-induced disruption of the cervical epithelial barrier and reversed the G. vaginalis-mediated increase in miRNA expression. G. vaginalis colonization of the CV space of a pregnant C57/B6 mouse resulted in 100% PTB. These findings demonstrate that L. iners and G. vaginalis alter the cervical epithelial barrier by regulating adherens junction proteins, cervical immune responses, and miRNA expressions. These results provide evidence that L. crispatus confers protection to the cervical epithelial barrier by mitigating LPS- or G. vaginalis-induced miRNAs associated with cervical remodeling, inflammation, and PTB. This study provides further evidence that the CV microbiota plays a role in cervical function by altering the cervical epithelial barrier and initiating PTB. Thus, targeting the CV microbiota and/or its effects on the cervical epithelium may be a potential therapeutic strategy to prevent PTB.
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Affiliation(s)
- Lauren Anton
- Department of Obstetrics and Gynecology, Maternal and Child Health Research Center, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, United States
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Marín E, Haesaert A, Padilla L, Adán J, Hernáez ML, Monteoliva L, Gil C. Unraveling Gardnerella vaginalis Surface Proteins Using Cell Shaving Proteomics. Front Microbiol 2018; 9:975. [PMID: 29867878 PMCID: PMC5962675 DOI: 10.3389/fmicb.2018.00975] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2018] [Accepted: 04/25/2018] [Indexed: 12/17/2022] Open
Abstract
Gardnerella vaginalis is one of the main etiologic agents of bacterial vaginosis (BV). This infection is responsible for a wide range of public health costs and is associated with several adverse outcomes during pregnancy. Improving our understanding of G. vaginalis protein cell surface will assist in BV diagnosis. This study represents the first proteomic approach that has analyzed the exposed proteins on G. vaginalis cell surface using a shaving approach. The 261 G. vaginalis proteins identified using this approach were analyzed with bioinformatic tools to detect characteristic motifs from surface-exposed proteins, such as signal peptides (36 proteins), lipobox domains (17 proteins), LPXTG motifs (5 proteins) and transmembrane alpha-helices (66 proteins). One third of the identified proteins were found to have at least one typical motif of surface-exposed proteins. Furthermore, the subcellular location was examined using two predictors (PSORT and Gpos-mPLoc). These bioinformatic tools classified 17% of the identified proteins as surface-associated proteins. Interestingly, we identified 13 members of the ATP-binding cassette (ABC) superfamily, which were mainly involved in the translocation of various substrates across membranes. To validate the location of the G. vaginalis surface-exposed proteins, an immunofluorescence assay with antibodies against Escherichia coli GroEL was performed to reveal the extracellular location of the moonlighting GroEL. In addition, monoclonal antibodies (mAb) against G. vaginalis Cna protein were produced and used to validate the location of Cna on the surface of the G. vaginalis. These high affinity anti-Cna mAb represent a useful tool for the study of this pathogenic microorganism and the BV.
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Affiliation(s)
- Elvira Marín
- Departamento de Microbiología y Parasitología, Facultad de Farmacia, Universidad Complutense de Madrid, Madrid, Spain
| | - Annelies Haesaert
- Departamento de Microbiología y Parasitología, Facultad de Farmacia, Universidad Complutense de Madrid, Madrid, Spain
| | - Laura Padilla
- Health and Biomed Division, LEITAT Technological Center, Barcelona, Spain
| | - Jaume Adán
- Health and Biomed Division, LEITAT Technological Center, Barcelona, Spain
| | - María L Hernáez
- Unidad de Proteómica, Facultad de Farmacia, Universidad Complutense de Madrid, Madrid, Spain
| | - Lucía Monteoliva
- Departamento de Microbiología y Parasitología, Facultad de Farmacia, Universidad Complutense de Madrid, Madrid, Spain.,Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Madrid, Spain
| | - Concha Gil
- Departamento de Microbiología y Parasitología, Facultad de Farmacia, Universidad Complutense de Madrid, Madrid, Spain.,Unidad de Proteómica, Facultad de Farmacia, Universidad Complutense de Madrid, Madrid, Spain.,Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Madrid, Spain
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Malki K, Shapiro JW, Price TK, Hilt EE, Thomas-White K, Sircar T, Rosenfeld AB, Kuffel G, Zilliox MJ, Wolfe AJ, Putonti C. Genomes of Gardnerella Strains Reveal an Abundance of Prophages within the Bladder Microbiome. PLoS One 2016; 11:e0166757. [PMID: 27861551 PMCID: PMC5115800 DOI: 10.1371/journal.pone.0166757] [Citation(s) in RCA: 32] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2016] [Accepted: 10/19/2016] [Indexed: 01/21/2023] Open
Abstract
Bacterial surveys of the vaginal and bladder human microbiota have revealed an abundance of many similar bacterial taxa. As the bladder was once thought to be sterile, the complex interactions between microbes within the bladder have yet to be characterized. To initiate this process, we have begun sequencing isolates, including the clinically relevant genus Gardnerella. Herein, we present the genomic sequences of four Gardnerella strains isolated from the bladders of women with symptoms of urgency urinary incontinence; these are the first Gardnerella genomes produced from this niche. Congruent to genomic characterization of Gardnerella isolates from the reproductive tract, isolates from the bladder reveal a large pangenome, as well as evidence of high frequency horizontal gene transfer. Prophage gene sequences were found to be abundant amongst the strains isolated from the bladder, as well as amongst publicly available Gardnerella genomes from the vagina and endometrium, motivating an in depth examination of these sequences. Amongst the 39 Gardnerella strains examined here, there were more than 400 annotated prophage gene sequences that we could cluster into 95 homologous groups; 49 of these groups were unique to a single strain. While many of these prophages exhibited no sequence similarity to any lytic phage genome, estimation of the rate of phage acquisition suggests both vertical and horizontal acquisition. Furthermore, bioinformatic evidence indicates that prophage acquisition is ongoing within both vaginal and bladder Gardnerella populations. The abundance of prophage sequences within the strains examined here suggests that phages could play an important role in the species’ evolutionary history and in its interactions within the complex communities found in the female urinary and reproductive tracts.
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Affiliation(s)
- Kema Malki
- Department of Biology, Loyola University Chicago, Chicago, Illinois, United States of America
| | - Jason W. Shapiro
- Department of Biology, Loyola University Chicago, Chicago, Illinois, United States of America
- Bioinformatics Program, Loyola University Chicago, Chicago, Illinois, United States of America
| | - Travis K. Price
- Department of Microbiology and Immunology, Stritch School of Medicine, Loyola University Chicago, Maywood, Illinois, United States of America
| | - Evann E. Hilt
- Department of Microbiology and Immunology, Stritch School of Medicine, Loyola University Chicago, Maywood, Illinois, United States of America
| | - Krystal Thomas-White
- Department of Microbiology and Immunology, Stritch School of Medicine, Loyola University Chicago, Maywood, Illinois, United States of America
| | - Trina Sircar
- Bioinformatics Program, Loyola University Chicago, Chicago, Illinois, United States of America
| | - Amy B. Rosenfeld
- Center for Biomedical Informatics, Loyola Genomics Facility, Loyola University Chicago, Maywood, Illinois, United States of America
| | - Gina Kuffel
- Center for Biomedical Informatics, Loyola Genomics Facility, Loyola University Chicago, Maywood, Illinois, United States of America
| | - Michael J. Zilliox
- Department of Public Health Sciences, Stritch School of Medicine, Loyola University Chicago, Maywood, Illinois, United States of America
| | - Alan J. Wolfe
- Department of Microbiology and Immunology, Stritch School of Medicine, Loyola University Chicago, Maywood, Illinois, United States of America
| | - Catherine Putonti
- Department of Biology, Loyola University Chicago, Chicago, Illinois, United States of America
- Bioinformatics Program, Loyola University Chicago, Chicago, Illinois, United States of America
- Department of Computer Science, Loyola University Chicago, Chicago, Illinois, United States of America
- * E-mail:
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