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Schuyler JA, Mordechai E, Adelson ME, Sobel JD, Gygax SE, Hilbert DW. Identification of intrinsically metronidazole-resistant clades of Gardnerella vaginalis. Diagn Microbiol Infect Dis 2015; 84:1-3. [PMID: 26514076 DOI: 10.1016/j.diagmicrobio.2015.10.006] [Citation(s) in RCA: 43] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2015] [Revised: 09/25/2015] [Accepted: 10/04/2015] [Indexed: 11/16/2022]
Abstract
Gardnerella vaginalis is associated with bacterial vaginosis (BV), the most common cause of vaginal discharge. Metronidazole is a front-line therapy for BV, and treatment failure and recurrent disease are common problems. Whole-genome sequencing studies have revealed that G. vaginalis has a population structure that consists of 4 clades: clades 1 and 3 are associated with BV, whereas clades 2 and 4 are not. To determine if metronidazole susceptibility is associated with population structure, we analyzed 87 clinical isolates and found that metronidazole resistance (MIC ≥32 μg/mL) was highly associated with clade (P<0.0001), as 14/14 clade 3 isolates (100%) and 22/22 clade 4 isolates (100%) exhibited resistance, compared to only 16/37 clade 1 isolates (35%) and 1/14 clade 2 isolates (7.1%). The identification of intrinsically metronidazole-resistant G. vaginalis clades will facilitate future studies on the relationship between metronidazole resistance and BV treatment failure.
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Affiliation(s)
- Jessica A Schuyler
- Femeris Women's Health Research Center, Medical Diagnostic Laboratories, A Member of Genesis Biotechnology Group, 2439 Kuser Rd., Hamilton, NJ, USA
| | - Eli Mordechai
- Femeris Women's Health Research Center, Medical Diagnostic Laboratories, A Member of Genesis Biotechnology Group, 2439 Kuser Rd., Hamilton, NJ, USA
| | - Martin E Adelson
- Femeris Women's Health Research Center, Medical Diagnostic Laboratories, A Member of Genesis Biotechnology Group, 2439 Kuser Rd., Hamilton, NJ, USA
| | - Jack D Sobel
- Division of Infectious Diseases, Wayne State University School of Medicine, 540 E. Canfield St., Detroit, MI, USA
| | - Scott E Gygax
- Femeris Women's Health Research Center, Medical Diagnostic Laboratories, A Member of Genesis Biotechnology Group, 2439 Kuser Rd., Hamilton, NJ, USA
| | - David W Hilbert
- Femeris Women's Health Research Center, Medical Diagnostic Laboratories, A Member of Genesis Biotechnology Group, 2439 Kuser Rd., Hamilton, NJ, USA.
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102
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Schuyler JA, Chadwick SG, Mordechai E, Adelson ME, Gygax SE, Hilbert DW. Draft Genome Sequence of a Metronidazole-Resistant Gardnerella vaginalis Isolate. GENOME ANNOUNCEMENTS 2015; 3:e00992-15. [PMID: 26337887 PMCID: PMC4559736 DOI: 10.1128/genomea.00992-15] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 07/20/2015] [Accepted: 07/24/2015] [Indexed: 12/14/2022]
Abstract
We report the draft genome sequence of a Gardnerella vaginalis strain (3549624) isolated from a vaginal specimen. G. vaginalis is associated with bacterial vaginosis, the most common cause of vaginal discharge, which is often treated with metronidazole. This isolate is highly resistant to metronidazole (MIC, 500 µg/ml) and may be useful for comparative genomic studies to determine the molecular basis of metronidazole resistance in this species.
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Affiliation(s)
- Jessica A Schuyler
- Femeris Women's Health Research Center, Medical Diagnostic Laboratories, A Member of Genesis Biotechnology Group, Hamilton, New Jersey, USA
| | - Sean G Chadwick
- Femeris Women's Health Research Center, Medical Diagnostic Laboratories, A Member of Genesis Biotechnology Group, Hamilton, New Jersey, USA
| | - Eli Mordechai
- Femeris Women's Health Research Center, Medical Diagnostic Laboratories, A Member of Genesis Biotechnology Group, Hamilton, New Jersey, USA
| | - Martin E Adelson
- Femeris Women's Health Research Center, Medical Diagnostic Laboratories, A Member of Genesis Biotechnology Group, Hamilton, New Jersey, USA
| | - Scott E Gygax
- Femeris Women's Health Research Center, Medical Diagnostic Laboratories, A Member of Genesis Biotechnology Group, Hamilton, New Jersey, USA
| | - David W Hilbert
- Femeris Women's Health Research Center, Medical Diagnostic Laboratories, A Member of Genesis Biotechnology Group, Hamilton, New Jersey, USA
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103
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A Study of the Vaginal Microbiome in Healthy Canadian Women Utilizing cpn60-Based Molecular Profiling Reveals Distinct Gardnerella Subgroup Community State Types. PLoS One 2015; 10:e0135620. [PMID: 26266808 PMCID: PMC4534464 DOI: 10.1371/journal.pone.0135620] [Citation(s) in RCA: 76] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2015] [Accepted: 07/24/2015] [Indexed: 12/14/2022] Open
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.
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104
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Abstract
Diagnostic Microbiology is the tool that makes it possible to identify the exact etiology of infectious diseases and the most optimal therapy at the level of individual patients as well as communities. Conventional methods require time to grow the microbes in vitro under specific conditions and not all microbes are easily cultivable. This is followed by biochemical methods for identification which also require hours and sometimes days. Transport of the specimens under less than ideal conditions, prior use of antibiotics and small number of organisms are among the factors that render culture-based methods less reliable. Newer methods depend on amplification of nucleic acids followed by use of probes for identification. This mitigates the need for higher microbial load, presence of metabolically active viable organisms and shortens the time to reporting. These methods can be used to detect antibiotic resistance genes directly from the specimen and help direct targeted therapy. Since these methods will not fulfill all the diagnostic needs, a second approach is being used to shorten the time to identification after the organism has already grown. Mass spectrometry and bioinformatics are the tools making this possible. This review gives a historical perspective on diagnostic microbiology, discusses the pitfalls of current methodology and provides an overview of newer and future methods.
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Affiliation(s)
- N Khardori
- Department of Internal Medicine, Division of Infectious Disease, Department of Microbiology and Molecular Cell Biology, Eastern Virginia Medical School, Norfolk, Virginia, USA
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105
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Hickey RJ, Zhou X, Settles ML, Erb J, Malone K, Hansmann MA, Shew ML, Van Der Pol B, Fortenberry JD, Forney LJ. Vaginal microbiota of adolescent girls prior to the onset of menarche resemble those of reproductive-age women. mBio 2015; 6:e00097-15. [PMID: 25805726 PMCID: PMC4453513 DOI: 10.1128/mbio.00097-15] [Citation(s) in RCA: 101] [Impact Index Per Article: 11.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2015] [Accepted: 02/18/2015] [Indexed: 01/02/2023] Open
Abstract
UNLABELLED Puberty is an important developmental stage wherein hormonal shifts mediate the physical and physiological changes that lead to menarche, but until now, the bacterial composition of vaginal microbiota during this period has been poorly characterized. We performed a prospective longitudinal study of perimenarcheal girls to gain insight into the timing and sequence of changes that occur in the vaginal and vulvar microbiota during puberty. The study enrolled 31 healthy, premenarcheal girls between the ages of 10 and 12 years and collected vaginal and vulvar swabs quarterly for up to 3 years. Bacterial composition was characterized by Roche 454 pyrosequencing and classification of regions V1 to V3 of 16S rRNA genes. Contrary to expectations, lactic acid bacteria, primarily Lactobacillus spp., were dominant in the microbiota of most girls well before the onset of menarche in the early to middle stages of puberty. Gardnerella vaginalis was detected at appreciable levels in approximately one-third of subjects, a notable finding considering that this organism is commonly associated with bacterial vaginosis in adults. Vulvar microbiota closely resembled vaginal microbiota but often exhibited additional taxa typically associated with skin microbiota. Our findings suggest that the vaginal microbiota of girls begin to resemble those of adults well before the onset of menarche. IMPORTANCE This study addresses longitudinal changes in vaginal and vulvar microbial communities prior to and immediately following menarche. The research is significant because microbial ecology of the vagina is an integral aspect of health, including resistance to infections. The physiologic changes of puberty and initiation of cyclic menstruation are likely to have profound effects on vaginal microbiota, but almost nothing is known about changes that normally occur during this time. Our understanding has been especially hampered by the lack of thorough characterization of microbial communities using techniques that do not rely on the cultivation of fastidious bacteria, as well as a dearth of studies on girls in the early to middle stages of puberty. This study improves our understanding of the normal development of vaginal microbiota during puberty and onset of menarche and may better inform clinical approaches to vulvovaginal care of adolescent girls.
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Affiliation(s)
| | - Xia Zhou
- Department of Biological Sciences, University of Idaho, Moscow, Idaho, USA
| | | | - Julie Erb
- FemCare Division, Procter & Gamble, Cincinnati, Ohio, USA
| | - Kristin Malone
- FemCare Division, Procter & Gamble, Cincinnati, Ohio, USA
| | | | - Marcia L Shew
- Department of Pediatrics, Indiana University, Indianapolis, Indiana, USA
| | - Barbara Van Der Pol
- Department of Medicine, University of Alabama at Birmingham, Birmingham, Alabama, USA
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106
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Mendes-Soares H, Krishnan V, Settles ML, Ravel J, Brown CJ, Forney LJ. Fine-scale analysis of 16S rRNA sequences reveals a high level of taxonomic diversity among vaginal Atopobium spp. Pathog Dis 2015; 73:ftv020. [PMID: 25778779 DOI: 10.1093/femspd/ftv020] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/04/2015] [Indexed: 01/29/2023] Open
Abstract
Although vaginal microbial communities of some healthy women have high proportions of Atopobium vaginae, the genus Atopobium is more commonly associated with bacterial vaginosis, a syndrome associated with an increased risk of adverse pregnancy outcomes and the transmission of sexually transmitted diseases. Genetic differences within Atopobium species may explain why single species can be associated with both health and disease. We used 16S rRNA gene sequences from previously published studies to explore the taxonomic diversity of the genus Atopobium in vaginal microbial communities of healthy women. Although A. vaginae was the species most commonly found, we also observed three other Atopobium species in the vaginal microbiota, one of which, A. parvulum, was not previously known to reside in the human vagina. Furthermore, we found several potential novel species of the genus Atopobium and multiple phylogenetic clades of A. vaginae. The diversity of Atopobium found in our study, which focused only on samples from healthy women, is greater than previously recognized, suggesting that analysis of samples from women with BV would yield even more diversity. Classification of microbes only to the genus level may thus obfuscate differences that might be important to better understand health or disease.
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Affiliation(s)
- Helena Mendes-Soares
- Department of Biological Sciences and Institute for Bioinformatics and Evolutionary Studies, University of Idaho, Moscow ID 83844, USA
| | - Vandhana Krishnan
- Department of Biological Sciences and Institute for Bioinformatics and Evolutionary Studies, University of Idaho, Moscow ID 83844, USA
| | - Matthew L Settles
- Department of Biological Sciences and Institute for Bioinformatics and Evolutionary Studies, University of Idaho, Moscow ID 83844, USA
| | - Jacques Ravel
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore MD 21201, USA
| | - Celeste J Brown
- Department of Biological Sciences and Institute for Bioinformatics and Evolutionary Studies, University of Idaho, Moscow ID 83844, USA
| | - Larry J Forney
- Department of Biological Sciences and Institute for Bioinformatics and Evolutionary Studies, University of Idaho, Moscow ID 83844, USA
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107
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Kadam A, Janto B, Eutsey R, Earl JP, Powell E, Dahlgren ME, Hu FZ, Ehrlich GD, Hiller NL. Streptococcus pneumoniae Supragenome Hybridization Arrays for Profiling of Genetic Content and Gene Expression. ACTA ACUST UNITED AC 2015; 36:9D.4.1-9D.4.20. [PMID: 25641101 DOI: 10.1002/9780471729259.mc09d04s36] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
There is extensive genomic diversity among Streptococcus pneumoniae isolates. Approximately half of the comprehensive set of genes in the species (the supragenome or pangenome) is present in all the isolates (core set), and the remaining is unevenly distributed among strains (distributed set). The Streptococcus pneumoniae Supragenome Hybridization (SpSGH) array provides coverage for an extensive set of genes and polymorphisms encountered within this species, capturing this genomic diversity. Further, the capture is quantitative. In this manner, the SpSGH array allows for both genomic and transcriptomic analyses of diverse S. pneumoniae isolates on a single platform. In this unit, we present the SpSGH array, and describe in detail its design and implementation for both genomic and transcriptomic analyses. The methodology can be applied to construction and modification of SpSGH array platforms, as well to other bacterial species as long as multiple whole-genome sequences are available that collectively capture the vast majority of the species supragenome.
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Affiliation(s)
- Anagha Kadam
- Department of Biological Sciences, Carnegie Mellon University, Pittsburgh, Pennsylvania
| | - Benjamin Janto
- Department of Microbiology and Immunology, Drexel University College of Medicine, Philadelphia, Pennsylvania
| | - Rory Eutsey
- Center of Excellence in Biofilm Research, Allegheny Health Network, Pittsburgh, Pennsylvania
| | - Joshua P Earl
- Department of Microbiology and Immunology, Drexel University College of Medicine, Philadelphia, Pennsylvania
| | - Evan Powell
- Center of Excellence in Biofilm Research, Allegheny Health Network, Pittsburgh, Pennsylvania
| | - Margaret E Dahlgren
- Center of Excellence in Biofilm Research, Allegheny Health Network, Pittsburgh, Pennsylvania
| | - Fen Z Hu
- Department of Microbiology and Immunology, Drexel University College of Medicine, Philadelphia, Pennsylvania
| | - Garth D Ehrlich
- Department of Microbiology and Immunology, Drexel University College of Medicine, Philadelphia, Pennsylvania
| | - N Luisa Hiller
- Department of Biological Sciences, Carnegie Mellon University, Pittsburgh, Pennsylvania.,Center of Excellence in Biofilm Research, Allegheny Health Network, Pittsburgh, Pennsylvania
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108
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Yarbrough VL, Winkle S, Herbst-Kralovetz MM. Antimicrobial peptides in the female reproductive tract: a critical component of the mucosal immune barrier with physiological and clinical implications. Hum Reprod Update 2014; 21:353-77. [PMID: 25547201 DOI: 10.1093/humupd/dmu065] [Citation(s) in RCA: 123] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2014] [Accepted: 12/10/2014] [Indexed: 12/17/2022] Open
Abstract
BACKGROUND At the interface of the external environment and the mucosal surface of the female reproductive tract (FRT) lies a first-line defense against pathogen invasion that includes antimicrobial peptides (AMP). Comprised of a unique class of multifunctional, amphipathic molecules, AMP employ a wide range of functions to limit microbial invasion and replication within host cells as well as independently modulate the immune system, dampen inflammation and maintain tissue homeostasis. The role of AMP in barrier defense at the level of the skin and gut has received much attention as of late. Given the far reaching implications for women's health, maternal and fetal morbidity and mortality, and sexually transmissible and polymicrobial diseases, we herein review the distribution and function of key AMP throughout the female reproductive mucosa and assess their role as an essential immunological barrier to microbial invasion throughout the reproductive cycle of a woman's lifetime. METHODS A comprehensive search in PubMed/Medline was conducted related to AMP general structure, function, signaling, expression, distribution and barrier function of AMP in the FRT, hormone regulation of AMP, the microbiome of the FRT, and AMP in relation to implantation, pregnancy, fertility, pelvic inflammatory disease, complications of pregnancy and assisted reproductive technology. RESULTS AMP are amphipathic peptides that target microbes for destruction and have been conserved throughout all living organisms. In the FRT, several major classes of AMP are expressed constitutively and others are inducible at the mucosal epithelium and by immune cells. AMP expression is also under the influence of sex hormones, varying throughout the menstrual cycle, and dependent on the vaginal microbiome. AMP can prevent infection with sexually transmissible and opportunistic pathogens of the female reproductive tissues, although emerging understanding of vaginal dysbiosis suggests induction of a unique AMP profile with increased susceptibility to these pathogens. During pregnancy, AMP are key immune effectors of the fetal membranes and placenta and are dysregulated in states of intrauterine infection and other complications of pregnancy. CONCLUSIONS At the level of the FRT, AMP serve to inhibit infection by sexually and vertically transmissible as well as by opportunistic bacteria, fungi, viruses, and protozoa and must do so throughout the hormone flux of menses and pregnancy. Guarding the exclusive site of reproduction, AMP modulate the vaginal microbiome of the lower FRT to aid in preventing ascending microbes into the upper FRT. Evolving in parallel with, and in response to, pathogenic insults, AMP are relatively immune to the resistance mechanisms employed by rapidly evolving pathogens and play a key role in barrier function and host defense throughout the FRT.
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Affiliation(s)
- Victoria L Yarbrough
- Department of Basic Medical Sciences, University of Arizona College of Medicine-Phoenix, , Phoenix, AZ 85004-2157, USA
| | - Sean Winkle
- Department of Basic Medical Sciences, University of Arizona College of Medicine-Phoenix, , Phoenix, AZ 85004-2157, USA
| | - Melissa M Herbst-Kralovetz
- Department of Basic Medical Sciences, University of Arizona College of Medicine-Phoenix, , Phoenix, AZ 85004-2157, USA
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109
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Vernikos G, Medini D, Riley DR, Tettelin H. Ten years of pan-genome analyses. Curr Opin Microbiol 2014; 23:148-54. [PMID: 25483351 DOI: 10.1016/j.mib.2014.11.016] [Citation(s) in RCA: 298] [Impact Index Per Article: 29.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2014] [Revised: 11/19/2014] [Accepted: 11/20/2014] [Indexed: 10/24/2022]
Abstract
Next generation sequencing technologies have engendered a genome sequence data deluge in public databases. Genome analyses have transitioned from single or few genomes to hundreds to thousands of genomes. Pan-genome analyses provide a framework for estimating the genomic diversity of the dataset at hand and predicting the number of additional whole genomes sequences that would be necessary to fully characterize that diversity. We review recent implementations of the pan-genome approach, its impact and limits, and we propose possible extensions, including analyses at the whole genome multiple sequence alignment level.
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Affiliation(s)
- George Vernikos
- Novartis (Hellas) S.A.C.I., 12th Km Athens-Lamia North Road, 14451 Metamorfossi, Athens, Greece
| | - Duccio Medini
- Novartis Vaccines Research, Via Fiorentina 1, 53100 Siena, Italy
| | - David R Riley
- Institute for Genome Sciences, Department of Microbiology and Immunology, University of Maryland School of Medicine, 801 West Baltimore Street, Baltimore, MD 21201, USA
| | - Hervé Tettelin
- Institute for Genome Sciences, Department of Microbiology and Immunology, University of Maryland School of Medicine, 801 West Baltimore Street, Baltimore, MD 21201, USA.
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110
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Development and validation of an Haemophilus influenzae supragenome hybridization (SGH) array for transcriptomic analyses. PLoS One 2014; 9:e105493. [PMID: 25290153 PMCID: PMC4188559 DOI: 10.1371/journal.pone.0105493] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2013] [Accepted: 07/23/2014] [Indexed: 01/04/2023] Open
Abstract
We previously carried out the design and testing of a custom-built Haemophilus influenzae supragenome hybridization (SGH) array that contains probe sequences to 2,890 gene clusters identified by whole genome sequencing of 24 strains of H. influenzae. The array was originally designed as a tool to interrogate the gene content of large numbers of clinical isolates without the need for sequencing, however, the data obtained is quantitative and is thus suitable for transcriptomic analyses. In the current study RNA was extracted from H. influenzae strain CZ4126/02 (which was not included in the design of the array) converted to cDNA, and labelled and hybridized to the SGH arrays to assess the quality and reproducibility of data obtained from these custom-designed chips to serve as a tool for transcriptomics. Three types of experimental replicates were analyzed with all showing very high degrees of correlation, thus validating both the array and the methods used for RNA profiling. A custom filtering pipeline for two-condition unpaired data using five metrics was developed to minimize variability within replicates and to maximize the identification of the most significant true transcriptional differences between two samples. These methods can be extended to transcriptional analysis of other bacterial species utilizing supragenome-based arrays.
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111
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Cervical and vaginal flora specimens are highly concordant with respect to bacterial vaginosis-associated organisms and commensal Lactobacillus species in women of reproductive age. J Clin Microbiol 2014; 52:3078-81. [PMID: 24899020 DOI: 10.1128/jcm.00795-14] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
Matched vaginal and cervical specimens from 96 subjects were analyzed by quantitative PCR for the presence and concentration of bacterial vaginosis-associated microbes and commensal Lactobacillus spp. Detection of these microbes was 92% concordant, indicating that microbial floras at these body sites are generally similar.
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112
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Targeted and highly multiplexed detection of microorganisms by employing an ensemble of molecular probes. Appl Environ Microbiol 2014; 80:4153-61. [PMID: 24795371 DOI: 10.1128/aem.00666-14] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
The vast majority of microscopic life on earth consists of microbes that do not grow in laboratory culture. To profile the microbial diversity in environmental and clinical samples, we have devised and employed molecular probe technology, which detects and identifies bacteria that do and do not grow in culture. The only requirement is a short sequence of contiguous bases (currently 60 bases) unique to the genome of the organism of interest. The procedure is relatively fast, inexpensive, customizable, robust, and culture independent and uses commercially available reagents and instruments. In this communication, we report improving the specificity of the molecular probes substantially and increasing the complexity of the molecular probe set by over an order of magnitude (>1,200 probes) and introduce a new final readout method based upon Illumina sequencing. In addition, we employed molecular probes to identify the bacteria from vaginal swabs and demonstrate how a deliberate selection of molecular probes can identify less abundant bacteria even in the presence of much more abundant species.
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113
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Schwebke JR, Muzny CA, Josey WE. Role of Gardnerella vaginalis in the pathogenesis of bacterial vaginosis: a conceptual model. J Infect Dis 2014; 210:338-43. [PMID: 24511102 DOI: 10.1093/infdis/jiu089] [Citation(s) in RCA: 147] [Impact Index Per Article: 14.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
BACKGROUND Bacterial vaginosis (BV) is the most common cause of vaginal discharge and is associated with important public health complications such as preterm birth and acquisition or transmission of human immunodeficiency virus and sexually transmitted infections. Continued controversy concerning the pathogenesis of BV has led to a lack of progress in prevention and management of this infection. METHODS Development of a conceptual model for the pathogenesis of BV based on review of past and current research. RESULTS Our model suggests that BV is initiated by the sexual transmission of Gardnerella vaginalis, which has the appropriate virulence factors to adhere to host epithelium, create a biofilm community, and successfully compete with lactobacilli for dominance in the vaginal environment. The genetic diversity of G. vaginalis may result in virulent and avirulent strains. Symbiotic relationships with normally dormant vaginal anaerobes lead to increases in the latter which contribute to the symptoms of BV. CONCLUSIONS G. vaginalis is the pathogen responsible for the initiation of BV. Future research should focus on preventing its transmission and improved therapeutics for the biofilm infection that is caused by this pathogen and host anaerobes.
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Affiliation(s)
| | | | - William E Josey
- Department of Gynecology and Obstetrics, Emory University, Atlanta, Georgia
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114
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Boon E, Meehan CJ, Whidden C, Wong DHJ, Langille MGI, Beiko RG. Interactions in the microbiome: communities of organisms and communities of genes. FEMS Microbiol Rev 2014; 38:90-118. [PMID: 23909933 PMCID: PMC4298764 DOI: 10.1111/1574-6976.12035] [Citation(s) in RCA: 119] [Impact Index Per Article: 11.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2013] [Revised: 07/02/2013] [Accepted: 07/10/2013] [Indexed: 12/17/2022] Open
Abstract
A central challenge in microbial community ecology is the delineation of appropriate units of biodiversity, which can be taxonomic, phylogenetic, or functional in nature. The term 'community' is applied ambiguously; in some cases, the term refers simply to a set of observed entities, while in other cases, it requires that these entities interact with one another. Microorganisms can rapidly gain and lose genes, potentially decoupling community roles from taxonomic and phylogenetic groupings. Trait-based approaches offer a useful alternative, but many traits can be defined based on gene functions, metabolic modules, and genomic properties, and the optimal set of traits to choose is often not obvious. An analysis that considers taxon assignment and traits in concert may be ideal, with the strengths of each approach offsetting the weaknesses of the other. Individual genes also merit consideration as entities in an ecological analysis, with characteristics such as diversity, turnover, and interactions modeled using genes rather than organisms as entities. We identify some promising avenues of research that are likely to yield a deeper understanding of microbial communities that shift from observation-based questions of 'Who is there?' and 'What are they doing?' to the mechanistically driven question of 'How will they respond?'
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Affiliation(s)
- Eva Boon
- Department of Biology, Dalhousie University, Halifax, NS, Canada
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115
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Balashov SV, Mordechai E, Adelson ME, Gygax SE. Identification, quantification and subtyping of Gardnerella vaginalis in noncultured clinical vaginal samples by quantitative PCR. J Med Microbiol 2013; 63:162-175. [PMID: 24200640 DOI: 10.1099/jmm.0.066407-0] [Citation(s) in RCA: 77] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Gardnerella vaginalis is an important component of the human vaginal microflora. It is proposed to play a key role in the pathogenesis of bacterial vaginosis (BV), the most common vaginal condition. Here we describe the development, validation and comparative analysis of a novel molecular approach capable of G. vaginalis identification, quantification and subtyping in noncultured vaginal specimens. Using two quantitative PCR (qPCR) assays, we analysed G. vaginalis bacterial loads and clade distribution in 60 clinical vaginal-swab samples. A very high pathogen prevalence was revealed by species-specific qPCR not only among BV patients (100 %), but also in healthy women (97 %), although the G. vaginalis concentration was significantly lower in non-BV samples. G. vaginalis clades identified in vaginal specimens by subtyping multiplex qPCR, which targets four clade-specific genetic markers, had frequencies of 53 % for clade 1, 25 % for clade 2, 32 % for clade 3 and 83 % for clade 4. Multiple clades were found in 70 % of samples. Single G. vaginalis clades were represented by clade 1 and clade 4 in 28 % of specimens. A positive association with BV was shown for clade 1 and clade 3, while clade 2 was positively associated with intermediate vaginal microflora, but not with BV. Clade 4 demonstrated no correlation with the disorder. The presence of multiple clades had a high positive association with BV, whereas G. vaginalis identified as a single clade was negatively linked with the condition. Polyclonal G. vaginalis infection may be a risk factor for BV.
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Affiliation(s)
- Sergey V Balashov
- Femeris Women's Health Research Center, Medical Diagnostic Laboratories, L. C., Genesis Biotechnology Group, Hamilton, NJ, USA
| | - Eli Mordechai
- Femeris Women's Health Research Center, Medical Diagnostic Laboratories, L. C., Genesis Biotechnology Group, Hamilton, NJ, USA
| | - Martin E Adelson
- Femeris Women's Health Research Center, Medical Diagnostic Laboratories, L. C., Genesis Biotechnology Group, Hamilton, NJ, USA
| | - Scott E Gygax
- Femeris Women's Health Research Center, Medical Diagnostic Laboratories, L. C., Genesis Biotechnology Group, Hamilton, NJ, USA
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Eutsey RA, Hiller NL, Earl JP, Janto BA, Dahlgren ME, Ahmed A, Powell E, Schultz MP, Gilsdorf JR, Zhang L, Smith A, Murphy TF, Sethi S, Shen K, Post JC, Hu FZ, Ehrlich GD. Design and validation of a supragenome array for determination of the genomic content of Haemophilus influenzae isolates. BMC Genomics 2013; 14:484. [PMID: 23865594 PMCID: PMC3723446 DOI: 10.1186/1471-2164-14-484] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2012] [Accepted: 07/10/2013] [Indexed: 12/16/2022] Open
Abstract
BACKGROUND Haemophilus influenzae colonizes the human nasopharynx as a commensal, and is etiologically associated with numerous opportunistic infections of the airway; it is also less commonly associated with invasive disease. Clinical isolates of H. influenzae display extensive genomic diversity and plasticity. The development of strategies to successfully prevent, diagnose and treat H. influenzae infections depends on tools to ascertain the gene content of individual isolates. RESULTS We describe and validate a Haemophilus influenzae supragenome hybridization (SGH) array that can be used to characterize the full genic complement of any strain within the species, as well as strains from several highly related species. The array contains 31,307 probes that collectively cover essentially all alleles of the 2890 gene clusters identified from the whole genome sequencing of 24 clinical H. influenzae strains. The finite supragenome model predicts that these data include greater than 85% of all non-rare genes (where rare genes are defined as those present in less than 10% of sequenced strains). The veracity of the array was tested by comparing the whole genome sequences of eight strains with their hybridization data obtained using the supragenome array. The array predictions were correct and reproducible for ~ 98% of the gene content of all of the sequenced strains. This technology was then applied to an investigation of the gene content of 193 geographically and clinically diverse H. influenzae clinical strains. These strains came from multiple locations from five different continents and Papua New Guinea and include isolates from: the middle ears of persons with otitis media and otorrhea; lung aspirates and sputum samples from pneumonia and COPD patients, blood specimens from patients with sepsis; cerebrospinal fluid from patients with meningitis, as well as from pharyngeal specimens from healthy persons. CONCLUSIONS These analyses provided the most comprehensive and detailed genomic/phylogenetic look at this species to date, and identified a subset of highly divergent strains that form a separate lineage within the species. This array provides a cost-effective and high-throughput tool to determine the gene content of any H. influenzae isolate or lineage. Furthermore, the method for probe selection can be applied to any species, given a group of available whole genome sequences.
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Affiliation(s)
- Rory A Eutsey
- Center for Genomic Sciences, Allegheny Singer Research Institute, Allegheny General Hospital, 320 East North Avenue, 11th Floor, South Tower, Pittsburgh, PA 15212, USA
| | - N Luisa Hiller
- Center for Genomic Sciences, Allegheny Singer Research Institute, Allegheny General Hospital, 320 East North Avenue, 11th Floor, South Tower, Pittsburgh, PA 15212, USA
- Department of Biological Sciences, Carnegie Mellon University, Pittsburgh, PA, USA
| | - Joshua P Earl
- Center for Genomic Sciences, Allegheny Singer Research Institute, Allegheny General Hospital, 320 East North Avenue, 11th Floor, South Tower, Pittsburgh, PA 15212, USA
| | - Benjamin A Janto
- Center for Genomic Sciences, Allegheny Singer Research Institute, Allegheny General Hospital, 320 East North Avenue, 11th Floor, South Tower, Pittsburgh, PA 15212, USA
- Department of Microbiology and Immunology, Drexel University College of Medicine, Allegheny Campus, Pittsburgh, PA, USA
| | - Margaret E Dahlgren
- Center for Genomic Sciences, Allegheny Singer Research Institute, Allegheny General Hospital, 320 East North Avenue, 11th Floor, South Tower, Pittsburgh, PA 15212, USA
| | - Azad Ahmed
- Center for Genomic Sciences, Allegheny Singer Research Institute, Allegheny General Hospital, 320 East North Avenue, 11th Floor, South Tower, Pittsburgh, PA 15212, USA
| | - Evan Powell
- Center for Genomic Sciences, Allegheny Singer Research Institute, Allegheny General Hospital, 320 East North Avenue, 11th Floor, South Tower, Pittsburgh, PA 15212, USA
| | - Matthew P Schultz
- Center for Genomic Sciences, Allegheny Singer Research Institute, Allegheny General Hospital, 320 East North Avenue, 11th Floor, South Tower, Pittsburgh, PA 15212, USA
| | - Janet R Gilsdorf
- Department of Epidemiology, University of Michigan School of Public Health, Ann Arbor, MC, USA
- Department of Pediatrics and Communicable Diseases, University of Michigan School of Public Health, Ann Arbor, MC, USA
| | - Lixin Zhang
- Department of Epidemiology, University of Michigan School of Public Health, Ann Arbor, MC, USA
| | - Arnold Smith
- Center for Childhood Infections, Seattle Children’s Hospital Research Institute, Seattle, WA, USA
| | - Timothy F Murphy
- Department of Medicine, University at Buffalo, State University of New York, Buffalo, NY, USA
| | - Sanjay Sethi
- Department of Medicine, University at Buffalo, State University of New York, Buffalo, NY, USA
| | - Kai Shen
- Center for Genomic Sciences, Allegheny Singer Research Institute, Allegheny General Hospital, 320 East North Avenue, 11th Floor, South Tower, Pittsburgh, PA 15212, USA
- Department of Microbiology and Immunology, Drexel University College of Medicine, Allegheny Campus, Pittsburgh, PA, USA
- Department of Otolaryngology Head and Neck Surgery, Drexel University College of Medicine, Allegheny Campus, Pittsburgh, PA, USA
| | - J Christopher Post
- Center for Genomic Sciences, Allegheny Singer Research Institute, Allegheny General Hospital, 320 East North Avenue, 11th Floor, South Tower, Pittsburgh, PA 15212, USA
- Department of Microbiology and Immunology, Drexel University College of Medicine, Allegheny Campus, Pittsburgh, PA, USA
- Department of Otolaryngology Head and Neck Surgery, Drexel University College of Medicine, Allegheny Campus, Pittsburgh, PA, USA
| | - Fen Z Hu
- Center for Genomic Sciences, Allegheny Singer Research Institute, Allegheny General Hospital, 320 East North Avenue, 11th Floor, South Tower, Pittsburgh, PA 15212, USA
- Department of Microbiology and Immunology, Drexel University College of Medicine, Allegheny Campus, Pittsburgh, PA, USA
- Department of Otolaryngology Head and Neck Surgery, Drexel University College of Medicine, Allegheny Campus, Pittsburgh, PA, USA
| | - Garth D Ehrlich
- Center for Genomic Sciences, Allegheny Singer Research Institute, Allegheny General Hospital, 320 East North Avenue, 11th Floor, South Tower, Pittsburgh, PA 15212, USA
- Department of Microbiology and Immunology, Drexel University College of Medicine, Allegheny Campus, Pittsburgh, PA, USA
- Department of Otolaryngology Head and Neck Surgery, Drexel University College of Medicine, Allegheny Campus, Pittsburgh, PA, USA
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Pleckaityte M, Zilnyte M, Zvirbliene A. Insights into the CRISPR/Cas system of Gardnerella vaginalis. BMC Microbiol 2012; 12:301. [PMID: 23259527 PMCID: PMC3559282 DOI: 10.1186/1471-2180-12-301] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2012] [Accepted: 12/18/2012] [Indexed: 12/26/2022] Open
Abstract
BACKGROUND Gardnerella vaginalis is identified as the predominant colonist of the vaginal tracts of women diagnosed with bacterial vaginosis (BV). G. vaginalis can be isolated from healthy women, and an asymptomatic BV state is also recognised. The association of G. vaginalis with different clinical phenotypes could be explained by different cytotoxicity of the strains, presumably based on disparate gene content. The contribution of horizontal gene transfer to shaping the genomes of G. vaginalis is acknowledged. The CRISPR loci of the recently discovered CRISPR/Cas microbial defence system provide a historical view of the exposure of prokaryotes to a variety of foreign genetic elements. RESULTS The CRISPR/Cas loci were analysed using available sequence data from three G. vaginalis complete genomes and 18 G. vaginalis draft genomes in the NCBI database, as well as PCR amplicons of the genomic DNA of 17 clinical isolates. The cas genes in the CRISPR/Cas loci of G. vaginalis belong to the E. coli subtype. Approximately 20% of the spacers had matches in the GenBank database. Sequence analysis of the CRISPR arrays revealed that nearly half of the spacers matched G. vaginalis chromosomal sequences. The spacers that matched G. vaginalis chromosomal sequences were determined to not be self-targeting and were presumably neither constituents of mobile-element-associated genes nor derived from plasmids/viruses. The protospacers targeted by these spacers displayed conserved protospacer-adjacent motifs. CONCLUSIONS The CRISPR/Cas system has been identified in about one half of the analysed G. vaginalis strains. Our analysis of CRISPR sequences did not reveal a potential link between their presence and the virulence of the G. vaginalis strains. Based on the origins of the spacers found in the G. vaginalis CRISPR arrays, we hypothesise that the transfer of genetic material among G. vaginalis strains could be regulated by the CRISPR/Cas mechanism. The present study is the first attempt to determine and analyse the CRISPR loci of bacteria isolated from the human vaginal tract.
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Affiliation(s)
- Milda Pleckaityte
- Institute of Biotechnology, Vilnius University, Graiciuno 8, Vilnius, LT-02241, Lithuania
| | - Milda Zilnyte
- Institute of Biotechnology, Vilnius University, Graiciuno 8, Vilnius, LT-02241, Lithuania
| | - Aurelija Zvirbliene
- Institute of Biotechnology, Vilnius University, Graiciuno 8, Vilnius, LT-02241, Lithuania
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