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1.
BMC Cancer ; 23(1): 683, 2023 Jul 20.
Article in English | MEDLINE | ID: mdl-37474918

ABSTRACT

BACKGROUND: High risk human papillomaviruses (HR-HPV) have a causal role in cervical oncogenesis, and HIV-mediated immune suppression allows HR-HPV to persist. We studied whether vaginal microbiome community state types (CSTs) are associated with high-grade precancer and/or invasive cervical cancer (HSIL/ICC). METHODS: This was a cross-sectional study of adult women with cervical cancer screening (CCS) at the Jos University Teaching Hospital (JUTH) in Jos, Nigeria, between January 2020 and February 2022. Cervical swabs underwent HPV genotyping (Anyplex™ II HPV28). Cervico-vaginal lavage (CVL) sample was collected for 16 S rRNA gene amplicon sequencing. We used multivariable logistic regression modelling to assess associations between CSTs and other factors associated with HSIL/ICC. RESULTS: We enrolled 155 eligible participants, 151 with microbiome data for this analysis. Women were median age 52 (IQR:43-58), 47.7% HIV positive, and 58.1% with HSIL/ICC. Of the 138 with HPV data, 40.6% were negative for HPV, 10.1% had low-risk HPV, 26.8% had single HR-HPV, and 22.5% had multiple HR-HPV types. The overall prevalence of any HR-HPV type (single and multiple) was 49.3%, with a higher proportion in women with HSIL/ICC (NILM 31.6%, LSIL 46.5%, HSIL 40.8%, and 81.5% ICC; p = 0.007). Women with HIV were more likely to have HSIL/ICC (70.3% vs. 29.7% among women without HIV). In crude and multivariable analysis CST was not associated with cervical pathology (CST-III aOR = 1.13, CST-IV aOR = 1.31). However, in the presence of HR-HPV CST-III (aOR = 6.7) and CST-IV (aOR = 3.6) showed positive association with HSIL/ICC. CONCLUSION: Vaginal microbiome CSTs were not significantly associated with HSIL/ICC. Our findings suggest however, that CST could be helpful in identifying women with HSIL/ICC and particularly those with HR-HPV. Characterization of CSTs using point-of-care molecular testing in women with HR-HPV should be studied as an approach to improve early detection and cervical cancer prevention. Future longitudinal research will improve our understanding of the temporal effect of non-optimal CST, HR-HPV, and other factors in cervical cancer development, prevention, and control.


Subject(s)
Gardnerella , Human Papillomavirus Viruses , Lactobacillus , Microbiota , Precancerous Conditions , Uterine Cervical Neoplasms , Humans , Female , Adult , Uterine Cervical Neoplasms/epidemiology , Uterine Cervical Neoplasms/pathology , Uterine Cervical Neoplasms/virology , Precancerous Conditions/epidemiology , Precancerous Conditions/pathology , Precancerous Conditions/virology , Nigeria/epidemiology , Risk , Middle Aged , Cross-Sectional Studies , Human Papillomavirus Viruses/classification , Human Papillomavirus Viruses/genetics , Human Papillomavirus Viruses/isolation & purification , Lactobacillus/classification , Lactobacillus/genetics , Lactobacillus/isolation & purification , Gardnerella/classification , Gardnerella/genetics , Gardnerella/isolation & purification , Neoplasm Grading
2.
J Bacteriol ; 203(17): e0021321, 2021 08 09.
Article in English | MEDLINE | ID: mdl-34124938

ABSTRACT

Gardnerella spp. in the vaginal microbiome are associated with bacterial vaginosis, in which a lactobacillus-dominated community is replaced with mixed bacteria, including Gardnerella species. Co-occurrence of multiple Gardnerella species in the vaginal environment is common, but different species are dominant in different women. Competition for nutrients, including glycogen, could play an important role in determining the microbial community structure. Digestion of glycogen into products that can be taken up and further processed by bacteria requires the combined activities of several enzymes collectively known as amylases, which belong to glycoside hydrolase family 13 (GH13) within the CAZy classification system. GH13 is a large and diverse family of proteins, making prediction of their activities challenging. SACCHARIS annotation of the GH13 family in Gardnerella resulted in identification of protein domains belonging to eight subfamilies. Phylogenetic analysis of predicted amylase sequences from 26 genomes demonstrated that a putative α-glucosidase-encoding sequence, CG400_06090, was conserved in all Gardnerella spp. The predicted α-glucosidase enzyme was expressed, purified, and functionally characterized. The enzyme was active on a variety of maltooligosaccharides with maximum activity at pH 7. Km, kcat, and kcat/Km values for the substrate 4-nitrophenyl α-d-glucopyranoside were 8.3 µM, 0.96 min-1, and 0.11 µM-1 min-1, respectively. Glucose was released from maltose, maltotriose, maltotetraose, and maltopentaose, but no products were detected when the enzyme was incubated with glycogen. Our findings show that Gardnerella spp. produce an α-glucosidase enzyme that may contribute to the multistep process of glycogen metabolism by releasing glucose from maltooligosaccharides. IMPORTANCE Increased abundance of Gardnerella spp. is a diagnostic characteristic of bacterial vaginosis, an imbalance in the human vaginal microbiome associated with troubling symptoms, and negative reproductive health outcomes, including increased transmission of sexually transmitted infections and preterm birth. Competition for nutrients is likely an important factor in causing dramatic shifts in the vaginal microbial community but little is known about the contribution of bacterial enzymes to the metabolism of glycogen, a major carbon source available to vaginal bacteria. The significance of our research is characterizing the activity of an enzyme conserved in Gardnerella species that likely contributes to the ability of these bacteria to utilize glycogen.


Subject(s)
Bacterial Proteins/chemistry , Gardnerella/enzymology , Gardnerella/isolation & purification , Microbiota , Vagina/microbiology , alpha-Glucosidases/chemistry , Amino Acid Sequence , Bacterial Proteins/genetics , Bacterial Proteins/metabolism , Enzyme Stability , Female , Gardnerella/classification , Gardnerella/genetics , Humans , Hydrogen-Ion Concentration , Kinetics , Phylogeny , Sequence Alignment , Temperature , alpha-Glucosidases/genetics , alpha-Glucosidases/metabolism
3.
mSphere ; 6(3)2021 05 12.
Article in English | MEDLINE | ID: mdl-33980674

ABSTRACT

Gardnerella is a frequent member of the urogenital microbiota. Given the association between Gardnerella vaginalis and bacterial vaginosis (BV), significant efforts have been focused on characterizing this species in the vaginal microbiota. However, Gardnerella also is a frequent member of the urinary microbiota. In an effort to characterize the bacterial species of the urinary microbiota, we present here 10 genomes of urinary Gardnerella isolates from women with and without lower urinary tract symptoms. These genomes complement those of 22 urinary Gardnerella strains previously isolated and sequenced by our team. We included these genomes in a comparative genome analysis of all publicly available Gardnerella genomes, which include 33 urinary isolates, 78 vaginal isolates, and 2 other isolates. While once this genus was thought to consist of a single species, recent comparative genome analyses have revealed 3 new species and an additional 9 groups within Gardnerella Based upon our analysis, we suggest a new group for the species. We also find that distinction between these Gardnerella species/groups is possible only when considering the core or whole-genome sequence, as neither the sialidase nor vaginolysin genes are sufficient for distinguishing between species/groups despite their clinical importance. In contrast to the vaginal microbiota, we found that only five Gardnerella species/groups have been detected within the lower urinary tract. Although we found no association between a particular Gardnerella species/group(s) and urinary symptoms, further sequencing of urinary Gardnerella isolates is needed for both comprehensive taxonomic characterization and etiological classification of Gardnerella in the urinary tract.IMPORTANCE Prior research into the bacterium Gardnerella vaginalis has largely focused on its association with bacterial vaginosis (BV). However, G. vaginalis is also frequently found within the urinary microbiota of women with and without lower urinary tract symptoms as well as individuals with chronic kidney disease, interstitial cystitis, and BV. This prompted our investigation into Gardnerella from the urinary microbiota and all publicly available Gardnerella genomes from the urogenital tract. Our work suggests that while some Gardnerella species can survive in both the urinary tract and vagina, others likely cannot. This study provides the foundation for future studies of Gardnerella within the urinary tract and its possible contribution to lower urinary tract symptoms.


Subject(s)
Gardnerella/classification , Gardnerella/genetics , Genome, Bacterial , Gram-Positive Bacterial Infections/urine , Microbiota/genetics , Vagina/microbiology , Vaginosis, Bacterial/urine , Female , Gardnerella/pathogenicity , Genotype , Gram-Positive Bacterial Infections/microbiology , Humans , Microbiota/physiology , Phylogeny , RNA, Ribosomal, 16S/genetics , Urinary Tract Infections/microbiology , Vaginosis, Bacterial/microbiology , Whole Genome Sequencing
4.
PLoS Pathog ; 16(3): e1008376, 2020 03.
Article in English | MEDLINE | ID: mdl-32214382

ABSTRACT

BACKGROUND: Human papillomavirus (HPV) infection is one of the most common sexually transmitted infections. However, only a small percentage of high-risk (HR) HPV infections progress to cervical precancer and cancer. In this study, we investigated the role of the cervicovaginal microbiome (CVM) in the natural history of HR-HPV. METHODS: This study was nested within the placebo arm of the Costa Rica HPV Vaccine Trial that included women aged 18-25 years of age. Cervical samples from two visits of women with an incident HR-HPV infection (n = 273 women) were used to evaluate the prospective role of the CVM on the natural history of HR-HPV. We focus specifically on infection clearance, persistence, and progression to cervical intraepithelial neoplasia grade 2 and 3 (CIN2+). The CVM was characterized by amplification and sequencing the bacterial 16S V4 rRNA gene region and the fungal ITS1 region using an Illumina MiSeq platform. OTU clustering was performed using QIIME2. Functional groups were imputed using PICRUSt and statistical analyses were performed using R. RESULTS: At Visit 1 (V1) abundance of Lactobacillus iners was associated with clearance of incident HR-HPV infections (Linear Discriminant Analysis (LDA)>4.0), whereas V1 Gardnerella was the dominant biomarker for HR-HPV progression (LDA>4.0). At visit 2 (V2), increased microbial Shannon diversity was significantly associated with progression to CIN2+ (p = 0.027). Multivariate mediation analysis revealed that the positive association of V1 Gardnerella with CIN2+ progression was due to the increased cervicovaginal diversity at V2 (p = 0.040). A full multivariate model of key components of the CVM showed significant protective effects via V1 genus Lactobacillus, OR = 0.41 (0.22-0.79), V1 fungal diversity, OR = 0.90 (0.82-1.00) and V1 functional Cell Motility pathway, OR = 0.75 (0.62-0.92), whereas V2 bacterial diversity, OR = 1.19 (1.03-1.38) was shown to be predictive of progression to CIN2+. CONCLUSION: This study demonstrates that features of the cervicovaginal microbiome are associated with HR-HPV progression in a prospective longitudinal cohort. The analyses indicated that the association of Gardnerella and progression to CIN2+ may actually be mediated by subsequent elevation of microbial diversity. Identified features of the microbiome associated with HR-HPV progression may be targets for therapeutic manipulation to prevent CIN2+. TRIAL REGISTRATION: ClinicalTrials.gov NCT00128661.


Subject(s)
Cervix Uteri , Gardnerella , Lactobacillus , Microbiota , Papillomaviridae/metabolism , Papillomavirus Infections , Uterine Cervical Dysplasia , Uterine Cervical Neoplasms , Vagina , Adolescent , Adult , Cervix Uteri/metabolism , Cervix Uteri/microbiology , Cervix Uteri/pathology , Cervix Uteri/virology , Female , Gardnerella/classification , Gardnerella/genetics , Gardnerella/metabolism , Humans , Lactobacillus/classification , Lactobacillus/genetics , Lactobacillus/metabolism , Longitudinal Studies , Papillomavirus Infections/metabolism , Papillomavirus Infections/microbiology , Papillomavirus Infections/pathology , Uterine Cervical Neoplasms/metabolism , Uterine Cervical Neoplasms/microbiology , Uterine Cervical Neoplasms/pathology , Uterine Cervical Neoplasms/virology , Vagina/metabolism , Vagina/microbiology , Vagina/pathology , Vagina/virology , Uterine Cervical Dysplasia/metabolism , Uterine Cervical Dysplasia/microbiology , Uterine Cervical Dysplasia/pathology , Uterine Cervical Dysplasia/virology
5.
Int J Syst Evol Microbiol ; 69(3): 679-687, 2019 Mar.
Article in English | MEDLINE | ID: mdl-30648938

ABSTRACT

Whole genome sequence analysis (digital DNA-DNA hybridization and average nucleotide identity) was carried out for 81 sequenced full genomes of the genus Gardnerella, including ten determined in this study, and indicated the existence of 13 genomic species, of which five consist of only one strain and of which only five contain more than four sequenced genomes. Furthermore, a collection of ten Gardnerella strains, representing the emended species G. vaginalis and the newly described species Gardnerella leopoldii, Gardnerella piotii and Gardnerella swidsinskii, was studied. Matrix-assisted laser desorption ionization time-of-flight MS analysis of the protein signatures identified specific peaks that can be used to differentiate these four species. Only strains of G. vaginalis produce ß-galactosidase. We emend the description of G. vaginalis (type strain ATCC 14018T=LMG 7832T=CCUG 3717T) and describe the novel species Gardnerella leopoldii sp. nov. (UGent 06.41T=LMG 30814T=CCUG 72425T), Gardnerella piotii sp. nov. (UGent 18.01T=LMG 30818T=CCUG 72427T) and Gardnerella swidsinskii sp. nov. (GS 9838-1T=LMG 30812T=CCUG 72429T).


Subject(s)
Gardnerella vaginalis/classification , Gardnerella/classification , Phylogeny , Bacterial Typing Techniques , Base Composition , DNA, Bacterial/genetics , Nucleic Acid Hybridization , RNA, Ribosomal, 16S/genetics , Sequence Analysis, DNA , Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization
6.
PLoS One ; 10(8): e0135620, 2015.
Article in English | MEDLINE | ID: mdl-26266808

ABSTRACT

The vaginal microbiota is important in women's reproductive and overall health. However, the relationships between the structure, function and dynamics of this complex microbial community and health outcomes remain elusive. The objective of this study was to determine the phylogenetic range and abundance of prokaryotes in the vaginal microbiota of healthy, non-pregnant, ethnically diverse, reproductive-aged Canadian women. Socio-demographic, behavioural and clinical data were collected and vaginal swabs were analyzed from 310 women. Detailed profiles of their vaginal microbiomes were generated by pyrosequencing of the chaperonin-60 universal target. Six community state types (CST) were delineated by hierarchical clustering, including three Lactobacillus-dominated CST (L. crispatus, L. iners, L. jensenii), two Gardnerella-dominated (subgroups A and C) and an "intermediate" CST which included a small number of women with microbiomes dominated by seven other species or with no dominant species but minority populations of Streptococcus, Staphylococcus, Peptoniphilus, E. coli and various Proteobacteria in co-dominant communities. The striking correspondence between Nugent score and deep sequencing CST continues to reinforce the basic premise provided by the simpler Gram stain method, while additional analyses reveal detailed cpn60-based phylogeny and estimated abundance in microbial communities from vaginal samples. Ethnicity was the only demographic or clinical characteristic predicting CST, with differences in Asian and White women (p = 0.05). In conclusion, this study confirms previous work describing four cpn60-based subgroups of Gardnerella, revealing previously undescribed CST. The data describe the range of bacterial communities seen in Canadian women presenting with no specific vaginal health concerns, and provides an important baseline for future investigations of clinically important cohorts.


Subject(s)
Gardnerella/genetics , Vagina/microbiology , Adolescent , Adult , Canada , Female , Gardnerella/classification , Humans , Microbiota/genetics , Middle Aged , Phylogeny , Women's Health , Young Adult
7.
Histochem J ; 30(2): 75-80, 1998 Feb.
Article in English | MEDLINE | ID: mdl-10192547

ABSTRACT

The advantage of studying the vaginal flora to determine the bacteria and fungi present in cervical smears (as opposed to cultivation of these micro-organisms) is that the micro-organisms can be observed in their natural habitat. However, they are only faintly stained by the conventional Papanicolaou method. Accordingly, contrast is weak and visualization poor. For this reason, we developed a modified microwave silver-staining method that can be performed retrospectively on stained smears. Bacteria and fungi stain distinctly black and can be studied in greater detail, and their inter-relationship can be visualized. Haematoxylin or Eosin counterstain allows us to visualize vaginal inhabitants in relation to epithelial cells. In the series presented here, we show that a modified microwave silver-staining method is well suited to studying the ecology of micro-organisms in smears taken from women presenting to their doctor with clinical symptoms. Using this staining method, we have shown that lactobacilli overgrowth is associated with symptoms.


Subject(s)
Microwaves , Silver Staining/methods , Vagina/microbiology , Actinomyces/classification , Actinomyces/isolation & purification , Bacterial Typing Techniques , Candida/classification , Candida/isolation & purification , Female , Gardnerella/classification , Gardnerella/isolation & purification , Humans , Lactobacillus/classification , Lactobacillus/isolation & purification , Papanicolaou Test , Vagina/pathology , Vaginal Smears
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