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Henkel R. Leukocytospermia and/or Bacteriospermia: Impact on Male Infertility. J Clin Med 2024; 13:2841. [PMID: 38792382 PMCID: PMC11122306 DOI: 10.3390/jcm13102841] [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: 04/05/2024] [Revised: 05/07/2024] [Accepted: 05/07/2024] [Indexed: 05/26/2024] Open
Abstract
Infertility is a globally underestimated public health concern affecting almost 190 million people, i.e., about 17.5% of people during their lifetime, while the prevalence of male factor infertility is about 7%. Among numerous other causes, the prevalence of male genital tract infections reportedly ranges between 10% and 35%. Leukocytospermia is found in 30% of infertile men and up to 20% in fertile men. Bacterial infections cause an inflammatory response attracting leukocytes, which produce reactive oxygen species (ROS) and release cytokines, both of which can cause damage to sperm, rendering them dysfunctional. Although leukocytospermia and bacteriospermia are both clinical conditions that can negatively affect male fertility, there is still debate about their impact on assisted reproduction outcomes and management. According to World Health Organization (WHO) guidelines, leukocytes should be determined by means of the Endtz test or with monoclonal antibodies against CD15, CD68 or CD22. The cut-off value proposed by the WHO is 1 × 106 peroxidase-positive cells/mL. For bacteria, Gram staining and semen culture are regarded as the "gold standard", while modern techniques such as PCR and next-generation sequencing (NGS) are allowing clinicians to detect a wider range of pathogens. Whereas the WHO manual does not specify a specific value as a cut-off for bacterial contamination, several studies consider semen samples with more than 103 colony-forming units (cfu)/mL as bacteriospermic. The pathogenic mechanisms leading to sperm dysfunction include direct interaction of bacteria with the male germ cells, bacterial release of spermatotoxic substances, induction of pro-inflammatory cytokines and ROS, all of which lead to oxidative stress. Clinically, bacterial infections, including "silent" infections, are treatable, with antibiotics being the treatment of choice. Yet, non-steroidal antiphlogistics or antioxidants should also be considered to alleviate inflammatory lesions and improve semen quality. In an assisted reproduction set up, sperm separation techniques significantly reduce the bacterial load in the semen. Nonetheless, contamination of the semen sample with skin commensals should be prevented by applying relevant hygiene techniques. In patients where leukocytospermia is detected, the causes (e.g. infection, inflammation, varicocele, smoking, etc.) of the leukocyte infiltration have to be identified and addressed with antibiotics, anti-inflammatories or antioxidants in cases where high oxidative stress levels are detected. However, no specific strategy is available for the management of leukocytospermia. Therefore, the relationship between bacteriospermia and leukocytospermia as well as their specific impact on functional sperm parameters and reproductive outcome variables such as fertilization or clinical pregnancy must be further investigated. The aim of this narrative review is to provide an update on the current knowledge on leukocytospermia and bacteriospermia and their impact on male fertility.
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Affiliation(s)
- Ralf Henkel
- LogixX Pharma Ltd., Merlin House, Brunel Road, Theale, Reading RG7 4AB, UK;
- Department of Metabolism, Digestion and Reproduction, Imperial College London, London W12 0HS, UK
- Department of Medical Bioscience, University of the Western Cape, Bellville 7535, South Africa
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Favacho JDFR, Leite KK, Jacomasso T, Farias AB, Franco Filho LC, Gomes STM, dos Reis HS, Mota GD, Schluga PHDC, Tassi WS, Rampazzo RDCP, West SK, Gaydos CA, da Cunha AJLA, Costa ADT. Validation of a New Duplex Real-Time Polymerase Chain Reaction for Chlamydia trachomatis DNA Detection in Ocular Swab Samples. Diagnostics (Basel) 2024; 14:892. [PMID: 38732307 PMCID: PMC11083659 DOI: 10.3390/diagnostics14090892] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2024] [Revised: 03/21/2024] [Accepted: 03/26/2024] [Indexed: 05/13/2024] Open
Abstract
Trachoma is the world-leading infectious cause of preventable blindness and is caused by the bacteria Chlamydia trachomatis. In developing countries, diagnosis is usually based on clinical evaluation. Serological-based tests are cheaper than molecular-based ones, but the latter are more sensitive and specific. The present study developed a new duplex qPCR which concomitantly detects the C. trachomatis cryptic plasmid and the human 18S rRNA gene, with an LOD95% for C. trachomatis DNA of 13.04 genome equivalents per reaction. The new qPCR was tested using 50 samples from an endemic area and 12 from a non-endemic area that were previously characterized using direct immunofluorescence assay (DFA) and clinical evaluation. Among the 50 endemic samples, 3 were found to be positive by clinical evaluation (6%), 18 were found to be positive by DFA (36%), and 48 were found to be positive by qPCR (96%). Next, the new duplex qPCR was validated using 50 samples previously characterized by qPCR. Validation was carried out on a benchtop instrument (ABI7500) or on a portable point-of-care instrument (Q3-Plus), showing 95% specificity and 100% sensitivity. The ubiquitous presence of C. trachomatis DNA in samples from the endemic region confirms that constant monitoring is of paramount importance for the effective measurement of the elimination of trachoma. The newly developed duplex qPCR presented in this study, along with its validation in a portable qPCR system, constitutes important tools toward achieving this goal.
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Affiliation(s)
- Joana da Felicidade Ribeiro Favacho
- Evandro Chagas Institute, Secretariat of Health and Environment Surveillance, Ministry of Health (IEC/SVSA/MS), Ananindeua 67030-000, PA, Brazil; (L.C.F.F.); (H.S.d.R.)
| | - Keren Kariene Leite
- Institute of Molecular Biology of Paraná (IBMP), Curitiba 81350-010, PR, Brazil (T.J.)
| | - Thiago Jacomasso
- Institute of Molecular Biology of Paraná (IBMP), Curitiba 81350-010, PR, Brazil (T.J.)
| | - Aline Burda Farias
- Institute of Molecular Biology of Paraná (IBMP), Curitiba 81350-010, PR, Brazil (T.J.)
| | - Luciano Chaves Franco Filho
- Evandro Chagas Institute, Secretariat of Health and Environment Surveillance, Ministry of Health (IEC/SVSA/MS), Ananindeua 67030-000, PA, Brazil; (L.C.F.F.); (H.S.d.R.)
| | - Samara Tatielle Monteiro Gomes
- Evandro Chagas Institute, Secretariat of Health and Environment Surveillance, Ministry of Health (IEC/SVSA/MS), Ananindeua 67030-000, PA, Brazil; (L.C.F.F.); (H.S.d.R.)
| | - Herald Souza dos Reis
- Evandro Chagas Institute, Secretariat of Health and Environment Surveillance, Ministry of Health (IEC/SVSA/MS), Ananindeua 67030-000, PA, Brazil; (L.C.F.F.); (H.S.d.R.)
| | - Gardene Dourado Mota
- Evandro Chagas Institute, Secretariat of Health and Environment Surveillance, Ministry of Health (IEC/SVSA/MS), Ananindeua 67030-000, PA, Brazil; (L.C.F.F.); (H.S.d.R.)
| | | | - Walleyd Sami Tassi
- Institute of Molecular Biology of Paraná (IBMP), Curitiba 81350-010, PR, Brazil (T.J.)
| | | | - Sheila Kay West
- Dana Center for Preventative Ophthalmology, Johns Hopkins University, Baltimore, MD 21287, USA;
| | - Charlotte Ann Gaydos
- International Sexually Transmitted Disease Research Laboratory, Division of Infectious Diseases, Johns Hopkins University, Baltimore, MD 21218, USA
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Rob F, Jůzlová K, Kružicová Z, Vaňousová D, Lásiková Š, Sýkorová B, Machala L, Rozsypal H, Veselý D, Zákoucká H, Hercogová J. Prevalence of Chlamydia trachomatis and Neisseria gonorrhoeae co-infections among patients with newly diagnosed syphilis: a single-centre, cross-sectional study. Cent Eur J Public Health 2020; 27:285-291. [PMID: 31951687 DOI: 10.21101/cejph.a5142] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2017] [Revised: 08/21/2019] [Accepted: 08/21/2019] [Indexed: 11/15/2022]
Abstract
OBJECTIVES The aim of the study was to determine the prevalence of Chlamydia trachomatis and Neisseria gonorrhoeae co-infections among patients with newly diagnosed syphilis. METHODS In patients with any stage of newly diagnosed syphilis swabs were performed from urethra, rectum, pharynx and cervix according to the gender and type of sexual intercourse. From these smears standard validated nucleic acid amplification tests (NAATs) for Chlamydia trachomatis and Neisseria gonorrhoeae infections were done. RESULTS From 548 (488 men, 60 women) screened patients co-infection was detected in 15.9% of the cases. The majority of the co-infections (86.2%) were asymptomatic. The overall prevalence of chlamydial infection was 11.1% and 8.8% for gonococcal infections. In men who have sex with men (MSM) the prevalence of co-infections was significantly higher (20.0%) than in heterosexual men and women (4.2%) (p < 0.001). In MSM patients the presence of co-infection was significantly associated with HIV infection (p < 0.001). Among MSM 9.6% of the tests detected infection in anorectal site, while prevalence in urethral (2.8%) and pharyngeal (2.4%) localization was significantly lower. In heterosexual patients prevalence was less than 2.0% in all anatomic sites. CONCLUSIONS The implementation of screening tests in case of sexually transmitted infections in patients with newly diagnosed syphilis is an important part in the management of this disease. These results suggest that screening of asymptomatic heterosexual patients leads to detection of minimum co-infections, but in MSM (especially HIV positive) should always be performed at least in anorectal site, where asymptomatic co-infections are common.
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Affiliation(s)
- Filip Rob
- Department of Dermatovenerology, Second Faculty of Medicine, Charles University, Na Bulovce Hospital, Prague, Czech Republic
| | - Kateřina Jůzlová
- Department of Dermatovenerology, Second Faculty of Medicine, Charles University, Na Bulovce Hospital, Prague, Czech Republic
| | - Zuzana Kružicová
- Department of Dermatovenerology, Second Faculty of Medicine, Charles University, Na Bulovce Hospital, Prague, Czech Republic
| | - Daniela Vaňousová
- Department of Dermatovenerology, Second Faculty of Medicine, Charles University, Na Bulovce Hospital, Prague, Czech Republic
| | - Šárka Lásiková
- Department of Microbiology, Na Bulovce Hospital, Prague, Czech Republic
| | - Blanka Sýkorová
- Department of Microbiology, Na Bulovce Hospital, Prague, Czech Republic
| | - Ladislav Machala
- Department of Infectious Diseases, Third Faculty of Medicine, Charles University, Na Bulovce Hospital, Prague, Czech Republic
| | - Hanuš Rozsypal
- Department of Infectious and Tropical Diseases, First Faculty of Medicine, Charles University, Na Bulovce Hospital, Prague, Czech Republic
| | - Dan Veselý
- Department of Infectious Diseases, Second Faculty of Medicine, Charles University, Na Bulovce Hospital, Prague, Czech Republic
| | - Hana Zákoucká
- National Reference Laboratory for Diagnostics of Syphilis, National Institute of Public Health, Prague, Czech Republic
| | - Jana Hercogová
- Department of Dermatovenerology, Second Faculty of Medicine, Charles University, Na Bulovce Hospital, Prague, Czech Republic
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Enrique Arenas N, Mary Salazar L. Steps and Tools for PCR-Based Technique Design. Biotechnol Bioeng 2019. [DOI: 10.5772/intechopen.83671] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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Harding-Esch EM, Holland MJ, Schémann JF, Sillah A, Sarr B, Christerson L, Pickering H, Molina-Gonzalez S, Sarr I, Andreasen AA, Jeffries D, Grundy C, Mabey DCW, Herrmann B, Bailey RL. Impact of a single round of mass drug administration with azithromycin on active trachoma and ocular Chlamydia trachomatis prevalence and circulating strains in The Gambia and Senegal. Parasit Vectors 2019; 12:497. [PMID: 31640755 PMCID: PMC6805539 DOI: 10.1186/s13071-019-3743-x] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2019] [Accepted: 10/09/2019] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Mass drug administration (MDA) with azithromycin is a cornerstone of the trachoma elimination strategy. Although the global prevalence of active trachoma has declined considerably, prevalence persists or even increases in some communities and districts. To increase understanding of MDA impact, we investigated the prevalence of active trachoma and ocular C. trachomatis prevalence, organism load, and circulating strains at baseline and one-year post-MDA in The Gambia and Senegal. METHODS Pre- and one-year post-MDA, children aged 0-9 years were examined for clinical signs of trachoma in six Gambian and 12 Senegalese villages. Ocular swabs from each child's right conjunctiva were tested for evidence of ocular C. trachomatis infection and organism load (ompA copy number), and ompA and multi-locus sequence typing (MLST) was performed. RESULTS A total of 1171 children were examined at baseline and follow-up in The Gambia. Active trachoma prevalence decreased from 23.9% to 17.7%, whereas ocular C. trachomatis prevalence increased from 3.0% to 3.8%. In Senegal, 1613 and 1771 children were examined at baseline and follow-up, respectively. Active trachoma prevalence decreased from 14.9% to 8.0%, whereas ocular C. trachomatis prevalence increased from 1.8% to 3.6%. Higher organism load was associated with having active trachoma and severe inflammation. Sequence typing demonstrated that all Senegalese samples were genovar A, whereas Gambian samples were a mix of genovars A and B. MLST provided evidence of clustering at village and household levels and demonstrated differences of strain variant frequencies in Senegal, indicative of an "outbreak". MLST, including partial ompA typing, provided greater discriminatory power than complete ompA typing. CONCLUSIONS We found that one round of MDA led to an overall decline in active trachoma prevalence but no impact on ocular C. trachomatis infection, with heterogeneity observed between villages studied. This could not be explained by MDA coverage or number of different circulating strains pre- and post-MDA. The poor correlation between active trachoma and infection prevalence supports the need for further work on alternative indicators to clinical signs for diagnosing ocular C. trachomatis infection. MLST typing has potential molecular epidemiology utility, including better understanding of transmission dynamics, although relationship to whole-genome sequence variability requires further exploration.
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Affiliation(s)
- Emma M. Harding-Esch
- London School of Hygiene & Tropical Medicine, Keppel Street, London, WC1E 7HT UK
| | - Martin J. Holland
- London School of Hygiene & Tropical Medicine, Keppel Street, London, WC1E 7HT UK
- Medical Research Council Laboratories, PO Box 273, Fajara, Banjul, The Gambia
| | | | - Ansumana Sillah
- National Eye Health Programme, Ministry of Health and Social Welfare, Kanifing, The Gambia
| | - Boubacar Sarr
- Programme National de Lutte Contre la Cécité, Ministère de la Santé, BP 3817, Dakar, Sénégal
| | - Linus Christerson
- Department of Clinical Microbiology, Uppsala University, Uppsala, Sweden
| | - Harry Pickering
- London School of Hygiene & Tropical Medicine, Keppel Street, London, WC1E 7HT UK
| | | | - Isatou Sarr
- Medical Research Council Laboratories, PO Box 273, Fajara, Banjul, The Gambia
| | - Aura A. Andreasen
- London School of Hygiene & Tropical Medicine, Keppel Street, London, WC1E 7HT UK
| | - David Jeffries
- Medical Research Council Laboratories, PO Box 273, Fajara, Banjul, The Gambia
| | - Chris Grundy
- London School of Hygiene & Tropical Medicine, Keppel Street, London, WC1E 7HT UK
| | - David C. W. Mabey
- London School of Hygiene & Tropical Medicine, Keppel Street, London, WC1E 7HT UK
| | - Bjorn Herrmann
- Department of Clinical Microbiology, Uppsala University, Uppsala, Sweden
| | - Robin L. Bailey
- London School of Hygiene & Tropical Medicine, Keppel Street, London, WC1E 7HT UK
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Gharsallah H, Bom RJM, Bruisten SM, Himschoot M, Frikha-Gargouri O, Hammami A. Identification of a dominant Chlamydia trachomatis strain in patients attending sexual transmitted infection clinic and female sex workers in Tunisia using a high resolution typing method. INFECTION GENETICS AND EVOLUTION 2016; 44:444-449. [PMID: 27497657 DOI: 10.1016/j.meegid.2016.08.002] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/13/2016] [Revised: 07/11/2016] [Accepted: 08/03/2016] [Indexed: 11/15/2022]
Abstract
BACKGROUND The distribution of Chlamydia trachomatis genotypes in Tunisia was previously studied using the reverse hybridization method. In this study, we used multilocus sequence typing (MLST) to describe Chlamydia trachomatis genetic diversity among heterosexual populations in Tunisia. The obtained sequence types (STs) were compared with those from a heterosexual population from Amsterdam, the Netherlands. METHODS Clinical Tunisian patients and female sex workers provided 107 Chlamydia trachomatis positive samples that were used for MLST. Samples from 256 heterosexuals visiting the Amsterdam STI clinic were included as a reference group. Six highly variable genetic regions including the ompA gene were amplified and sequenced. The ST numbers were derived from a Chlamydia typing database (http://mlstdb.uu.se) and used to draw minimum spanning trees. RESULTS ompA sequencing detected 7 genotypes among the Tunisian populations of which genotype E was the most prevalent (66.3%). This genotype E resolved into 23 different STs and among these the ST3 was predominant (53.5%). MLST displayed 43 STs, of which 28 (65%) were new in the database. Minimum spanning tree analysis of all Tunisian samples identified 4 clusters of which one formed a clonal cluster with samples presenting the most prevalent ST3. When comparing samples from the Tunisian and Dutch populations in one minimum spanning tree, there was little overlap between the Chlamydia trachomatis samples. CONCLUSION The CT-hrMLST scheme allowed us to identify that the Tunisian distribution was dominated by one genotype E (ST3) strain which is also highly prevalent in many other countries worldwide.
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Affiliation(s)
- Houda Gharsallah
- Department of Microbiology and research laboratory "Microorganismes et Pathologies Humaines", Habib Bourguiba University Hospital, Medical School of Sfax, Avenue Majida Boulila 3000, University of Sfax, Tunisia.
| | - Reinier J M Bom
- Public Health Laboratory, Public Health Service of Amsterdam (GGD Amsterdam), Nieuwe Achtergracht 100, 1018 WT Amsterdam, The Netherlands.
| | - Sylvia M Bruisten
- Public Health Laboratory, Public Health Service of Amsterdam (GGD Amsterdam), Nieuwe Achtergracht 100, 1018 WT Amsterdam, The Netherlands.
| | - Michelle Himschoot
- Public Health Laboratory, Public Health Service of Amsterdam (GGD Amsterdam), Nieuwe Achtergracht 100, 1018 WT Amsterdam, The Netherlands.
| | - Olfa Frikha-Gargouri
- Department of Microbiology and research laboratory "Microorganismes et Pathologies Humaines", Habib Bourguiba University Hospital, Medical School of Sfax, Avenue Majida Boulila 3000, University of Sfax, Tunisia; Biopesticides Team, Centre of Biotechnology of Sfax, Road of Sidi Mansour Km 6, 3018 Sfax, Tunisia.
| | - Adnene Hammami
- Department of Microbiology and research laboratory "Microorganismes et Pathologies Humaines", Habib Bourguiba University Hospital, Medical School of Sfax, Avenue Majida Boulila 3000, University of Sfax, Tunisia.
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Rocha DAP, Filho RAAB, Mariño JM, dos Santos CMB. "Hidden" sexually transmitted infections among women in primary care health services, Amazonas, Brazil. Int J STD AIDS 2014; 25:878-86. [PMID: 24567444 DOI: 10.1177/0956462414523742] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
This study describes the prevalence of infection by Chlamydia trachomatis, Neisseria gonorrhoeae and Trichomonas vaginalis in a female population in Amazonas, Brazil. We collected cervical samples from 361 women examined at 10 primary care health services in the city of Coari, Amazonas, Brazil. The women were interviewed about socio-economic data, clinical history and sexual behaviour. Pelvic examinations were performed and cervical specimens were collected for detection of pathogens by PCR. The prevalence of infection was: 12.7% for Trichomonas vaginalis, 6.4% for Chlamydia trachomatis and 1.4% for Neisseria gonorrhoeae. There were no statistically significant associations between infections by any of the pathogens nor by any pathogen alone with any clinical variable, socio-demographic data or sexual behaviour. This study draws attention to the need for surveillance and possible need for screening for Chlamydia trachomatis, which often progresses asymptomatically. For the significant prevalence found, attention should also be given to asymptomatic infection by Trichomonas vaginalis, since this pathogen has recently been implicated as a risk factor for HIV infection.
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Chiu CM, Lin FM, Chang TH, Huang WC, Liang C, Yang T, Wu WY, Yang TL, Weng SL, Huang HD. Clinical detection of human probiotics and human pathogenic bacteria by using a novel high-throughput platform based on next generation sequencing. J Clin Bioinforma 2014; 4:1. [PMID: 24418497 PMCID: PMC3901789 DOI: 10.1186/2043-9113-4-1] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2013] [Accepted: 12/13/2013] [Indexed: 02/08/2023] Open
Abstract
BACKGROUND The human body plays host to a vast array of bacteria, found in oral cavities, skin, gastrointestinal tract and the vagina. Some bacteria are harmful while others are beneficial to the host. Despite the availability of many methods to identify bacteria, most of them are only applicable to specific and cultivable bacteria and are also tedious. Based on high throughput sequencing technology, this work derives 16S rRNA sequences of bacteria and analyzes probiotics and pathogens species. RESULTS We constructed a database that recorded the species of probiotics and pathogens from literature, along with a modified Smith-Waterman algorithm for assigning the taxonomy of the sequenced 16S rRNA sequences. We also constructed a bacteria disease risk model for seven diseases based on 98 samples. Applicability of the proposed platform is demonstrated by collecting the microbiome in human gut of 13 samples. CONCLUSIONS The proposed platform provides a relatively easy means of identifying a certain amount of bacteria and their species (including uncultivable pathogens) for clinical microbiology applications. That is, detecting how probiotics and pathogens inhabit humans and how affect their health can significantly contribute to develop a diagnosis and treatment method.
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Affiliation(s)
- Chih-Min Chiu
- Institute of Bioinformatics and Systems Biology, National Chiao Tung University, Hsin-Chu 300, Taiwan
| | - Feng-Mao Lin
- Institute of Bioinformatics and Systems Biology, National Chiao Tung University, Hsin-Chu 300, Taiwan
| | - Tzu-Hao Chang
- Graduate Institute of Biomedical Informatics, Taipei Medical University, Taipei, Taiwan
| | - Wei-Chih Huang
- Institute of Bioinformatics and Systems Biology, National Chiao Tung University, Hsin-Chu 300, Taiwan
| | - Chao Liang
- Institute of Bioinformatics and Systems Biology, National Chiao Tung University, Hsin-Chu 300, Taiwan
| | - Ting Yang
- Institute of Bioinformatics and Systems Biology, National Chiao Tung University, Hsin-Chu 300, Taiwan
| | - Wei-Yun Wu
- Institute of Bioinformatics and Systems Biology, National Chiao Tung University, Hsin-Chu 300, Taiwan
| | - Tzu-Ling Yang
- Institute of Bioinformatics and Systems Biology, National Chiao Tung University, Hsin-Chu 300, Taiwan
| | - Shun-Long Weng
- Institute of Bioinformatics and Systems Biology, National Chiao Tung University, Hsin-Chu 300, Taiwan.,Department of Obstetrics and Gynecology, Hsinchu Mackay Memorial Hospital, Hsinchu, Taiwan.,Mackay Medicine, Nursing and Management College, Taipei, Taiwan.,Department of Medicine, Mackay Medical College, New Taipei City, Taiwan
| | - Hsien-Da Huang
- Institute of Bioinformatics and Systems Biology, National Chiao Tung University, Hsin-Chu 300, Taiwan.,Department of Biological Science and Technology, National Chiao Tung University, Hsin-Chu 300, Taiwan
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van Belkum A, Durand G, Peyret M, Chatellier S, Zambardi G, Schrenzel J, Shortridge D, Engelhardt A, Dunne WM. Rapid clinical bacteriology and its future impact. Ann Lab Med 2012; 33:14-27. [PMID: 23301218 PMCID: PMC3535192 DOI: 10.3343/alm.2013.33.1.14] [Citation(s) in RCA: 86] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2012] [Accepted: 10/10/2012] [Indexed: 02/01/2023] Open
Abstract
Clinical microbiology has always been a slowly evolving and conservative science. The sub-field of bacteriology has been and still is dominated for over a century by culture-based technologies. The integration of serological and molecular methodologies during the seventies and eighties of the previous century took place relatively slowly and in a cumbersome fashion. When nucleic acid amplification technologies became available in the early nineties, the predicted "revolution" was again slow but in the end a real paradigm shift did take place. Several of the culture-based technologies were successfully replaced by tests aimed at nucleic acid detection. More recently a second revolution occurred. Mass spectrometry was introduced and broadly accepted as a new diagnostic gold standard for microbial species identification. Apparently, the diagnostic landscape is changing, albeit slowly, and the combination of newly identified infectious etiologies and the availability of innovative technologies has now opened new avenues for modernizing clinical microbiology. However, the improvement of microbial antibiotic susceptibility testing is still lagging behind. In this review we aim to sketch the most recent developments in laboratory-based clinical bacteriology and to provide an overview of emerging novel diagnostic approaches.
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Affiliation(s)
- Alex van Belkum
- BioMérieux SA, Unit Microbiology, R&D Microbiology, La Balme Les Grottes, France
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Multiplex bead suspension array for screening Neisseria gonorrhoeae antibiotic resistance genetic determinants in noncultured clinical samples. J Mol Diagn 2012; 15:116-29. [PMID: 23159594 DOI: 10.1016/j.jmoldx.2012.08.005] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2012] [Revised: 08/15/2012] [Accepted: 08/24/2012] [Indexed: 11/22/2022] Open
Abstract
The increasing threat of antibiotic-resistant Neisseria gonorrhoeae highlights the need for new diagnostic options. A high-throughput multiplex bead suspension array assay was developed for profiling 29 N. gonorrhoeae genomic mutations and 2 plasmid genes conferring resistance to 6 antimicrobial agents: penicillin, ciprofloxacin, cefixime, tetracycline, azithromycin, and spectinomycin. The three steps of this assay include amplification of 12 N. gonorrhoeae chromosomal and plasmid loci, multiplex allele-specific primer extension reaction, and multiplex bead suspension array detection. Antibiotic resistance genetic determinants were identified successfully in 239 cervicovaginal N. gonorrhoeae-positive noncultured swab samples. This molecular assay can be used for detection of gonococci in clinical specimens, molecular typing, mutation profiling, and predictive assessment of N. gonorrhoeae susceptibility to antibiotics without the need for culture.
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Dai T, Li K, Lu H, Gu X, Wang Q, Zhou P. Molecular typing of Treponema pallidum: a 5-year surveillance in Shanghai, China. J Clin Microbiol 2012; 50:3674-7. [PMID: 22972832 PMCID: PMC3486273 DOI: 10.1128/jcm.01195-12] [Citation(s) in RCA: 37] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2012] [Accepted: 09/03/2012] [Indexed: 11/20/2022] Open
Abstract
Previously, a small study showed that 14f was the predominant subtype of Treponema pallidum in Shanghai, China. The result was quite different from the genotype distribution in other areas of China. This study aimed to identify the strain types of Treponema pallidum in samples collected over a 5-year period in Shanghai. From 2007 to 2011, genital swabs were collected from patients with syphilis from the Shanghai Skin Disease Hospital. Positive specimens were typed by the enhanced typing method by adding a tp0548 gene to the existing arp and tpr genotype system. In total, 304 of the 372 enrolled patients yielded fully typeable DNA. Ten arp types (4, 6, 8, 9, 11, 12, 13, 14, 15, and 19), 3 tpr types (a, d, and o), and 5 tp0548 types (a, c, f, g, and i) were identified. In total, 12 subtypes were identified with a combination of the arp and tpr genes. Subtype 14d was found in 270 samples (88.8%). When the combination included the tp0548 gene, the 12 CDC subtypes identified were divided into 14 strain types. The predominant type was 14d/f (88.8%), followed by 15d/f (3.6%), 13d/f (1.3%), and 19d/c (1.3%). Two of the 44 14d/f-infected patients and both of the 19d/c-infected patients who underwent a lumbar puncture were diagnosed with neurosyphilis. This study showed that the predominant type in Shanghai was 14d/f. While this is in keeping with data from other areas in China, it is different from an earlier report showing that 14f is the most common genotype in Shanghai. Further studies are needed to better understand the association between strain types and neurosyphilis.
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Affiliation(s)
- Ting Dai
- Institute of Dermatology, Chinese Academy of Medical Sciences and Peking Union Medical College, Nanjing, China
| | - Kang Li
- Department of STD Institute, Shanghai Skin Disease Hospital, Shanghai, China
| | - Haikong Lu
- Department of STD Institute, Shanghai Skin Disease Hospital, Shanghai, China
| | - Xin Gu
- Department of STD Institute, Shanghai Skin Disease Hospital, Shanghai, China
| | - Qianqiu Wang
- Institute of Dermatology, Chinese Academy of Medical Sciences and Peking Union Medical College, Nanjing, China
| | - Pingyu Zhou
- Department of STD Institute, Shanghai Skin Disease Hospital, Shanghai, China
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12
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Ieven M, Finch R, van Belkum A. European quality clearance of new microbiological diagnostics. Clin Microbiol Infect 2012; 19:29-38. [PMID: 23107069 DOI: 10.1111/1469-0691.12052] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Laboratory-based diagnosis of infectious diseases is evolving quickly. New technologies and new tests are frequently commercialized, and although guidelines for their proper clinical validation do exist, these are often at the national or regional level. Therefore, the guidelines remain open to interpretation, and are not always applied properly. One of the main questions is how a high level of test quality can be maintained by European legislation. How can product quality be reliably and independently assessed and how can the penetration of sub-standard assays in the European market be managed and hopefully prevented? We here propose that local initiatives, including external quality assessment, public health initiatives, and close multidisciplinary collaborations between manufacturers and academic research institutes, may accelerate decision-making. Vigilance in test quality assessment and legal simplification are important key concepts warranting selective use of those diagnostic tests that comply with the highest quality standards.
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Affiliation(s)
- M Ieven
- Vaccine and Infectious Disease Institute, University of Antwerp, Antwerp, Belgium.
| | - R Finch
- Molecular Medical Sciences, Nottingham University, Nottingham, UK
| | - A van Belkum
- BioMérieux, R&D Microbiology, La Balme les Grottes, France
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13
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Harris SR, Clarke IN, Seth-Smith HMB, Solomon AW, Cutcliffe LT, Marsh P, Skilton RJ, Holland MJ, Mabey D, Peeling RW, Lewis DA, Spratt BG, Unemo M, Persson K, Bjartling C, Brunham R, de Vries HJC, Morré SA, Speksnijder A, Bébéar CM, Clerc M, de Barbeyrac B, Parkhill J, Thomson NR. Whole-genome analysis of diverse Chlamydia trachomatis strains identifies phylogenetic relationships masked by current clinical typing. Nat Genet 2012; 44:413-9, S1. [PMID: 22406642 PMCID: PMC3378690 DOI: 10.1038/ng.2214] [Citation(s) in RCA: 230] [Impact Index Per Article: 17.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2011] [Accepted: 02/06/2012] [Indexed: 11/16/2022]
Abstract
Chlamydia trachomatis is responsible for both trachoma and sexually transmitted infections causing substantial morbidity and economic cost globally. Despite this, our knowledge of its population and evolutionary genetics is limited. Here we present a detailed whole genome phylogeny from representative strains of both trachoma and lymphogranuloma venereum (LGV) biovars from temporally and geographically diverse sources. Our analysis demonstrates that predicting phylogenetic structure using the ompA gene, traditionally used to classify Chlamydia, is misleading because extensive recombination in this region masks true relationships. We show that in many instances ompA is a chimera that can be exchanged in part or whole, both within and between biovars. We also provide evidence for exchange of, and recombination within, the cryptic plasmid, another important diagnostic target. We have used our phylogenetic framework to show how genetic exchange has manifested itself in ocular, urogenital and LGV C. trachomatis strains, including the epidemic LGV serotype L2b.
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Affiliation(s)
- Simon R Harris
- Pathogen Genomics, The Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridge, UK.
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14
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Rockey DD. Unraveling the basic biology and clinical significance of the chlamydial plasmid. ACTA ACUST UNITED AC 2012; 208:2159-62. [PMID: 22025500 PMCID: PMC3201210 DOI: 10.1084/jem.20112088] [Citation(s) in RCA: 37] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
Chlamydial plasmids are small, highly conserved, nonconjugative, and nonintegrative DNA molecules that are nearly ubiquitous in many chlamydial species, including Chlamydia trachomatis. There has been significant recent progress in understanding chlamydial plasmid participation in host-microbe interactions, disease, and immune responses. Work in mouse model systems and, very recently, in nonhuman primates demonstrates that plasmid-deficient chlamydial strains function as live attenuated vaccines against genital and ocular infections. Collectively, these studies open new avenues of research into developing vaccines against trachoma and sexually transmitted chlamydial infections.
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Affiliation(s)
- Daniel D Rockey
- Department of Biomedical Sciences, Oregon State University College of Veterinary Medicine, Corvallis, OR 97331, USA.
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15
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Olsen B, Månsson F, Camara C, Monteiro M, Biai A, Alves A, Andersson S, Norrgren H, Unemo M. Phenotypic and genetic characterisation of bacterial sexually transmitted infections in Bissau, Guinea-Bissau, West Africa: a prospective cohort study. BMJ Open 2012; 2:e000636. [PMID: 22436137 PMCID: PMC3329603 DOI: 10.1136/bmjopen-2011-000636] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/30/2022] Open
Abstract
BACKGROUND Knowledge regarding characteristics and transmission of Neisseria gonorrhoeae, Chlamydia trachomatis and Mycoplasma genitalium and antibiotic resistance in N gonorrhoeae in Guinea-Bissau, West Africa, is entirely lacking. OBJECTIVES To characterise N gonorrhoeae, C trachomatis and M genitalium samples from Guinea-Bissau and to define bacterial populations, possible transmission chains and for N gonorrhoeae spread of antibiotic-resistant isolates. DESIGN Prospective cohort study. SETTING Two sexual health and family planning clinics, Bissau, Guinea-Bissau. PARTICIPANTS Positive samples from 711 women and 27 men. MATERIAL AND METHODS Positive samples for N gonorrhoeae (n=31), C trachomatis (n=60) and M genitalium (n=30) were examined. The gonococcal isolates were characterised with antibiograms, serovar determination and N gonorrhoeae multiantigen sequence typing (NG-MAST). The C trachomatis ompA gene and the M genitalium mgpB gene were sequenced, and phylogenetic analyses were performed. RESULTS For N gonorrhoeae, the levels of resistance (intermediate susceptibility) to ciprofloxacin, erythromycin, rifampicin, ampicillin, tetracycline, penicillin G and cefuroxime were 10% (0%), 6% (10%), 13% (10%), 68% (0%), 74% (0%), 68% (16%) and 0% (84%), respectively. All isolates were susceptible to cefixime, ceftriaxone, spectinomycin and azithromycin, and the minimum inhibitory concentrations of kanamycin (range: 8-32 mg/l) and gentamicin (range: 0.75-6 mg/l) were low (no resistance breakpoints exist for these antimicrobials). 19 NG-MAST sequence types (STs) (84% novel STs) were identified. Phylogenetic analysis of the C trachomatis ompA gene revealed genovar G as most prevalent (37%), followed by genovar D (19%). 23 mgpB STs were found among the M genitalium isolates, and 67% of isolates had unique STs. CONCLUSIONS The diversity among the sexually transmitted infection (STI) pathogens may be associated with suboptimal diagnostics, contact tracing, case reporting and epidemiological surveillance. In Guinea-Bissau, additional STI studies are vital to estimate the STI burden and form the basis for a national sexual health strategy for prevention, diagnosis and surveillance of STIs.
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Affiliation(s)
- Birgitta Olsen
- School of Health and Medical Sciences, Örebro University, Örebro, Sweden
- School of Health Sciences, Jönköping University, Jönköping, Sweden
| | - Fredrik Månsson
- Infectious Diseases Research Unit, Department of Clinical Sciences, Lund University, Malmö, Sweden
| | - Cidia Camara
- National Public Health Laboratory (LNSP), Bissau, Guinea-Bissau
| | - Mario Monteiro
- National Public Health Laboratory (LNSP), Bissau, Guinea-Bissau
| | - Ansu Biai
- National Public Health Laboratory (LNSP), Bissau, Guinea-Bissau
| | - Alfredo Alves
- Department of Obstetrics and Gynaecology, Simão Mendes National Hospital, Bissau, Guinea-Bissau
| | - Sören Andersson
- WHO Collaborating Centre for Gonorrhoea and other STIs, National Reference Laboratory for Pathogenic Neisseria, Department of Laboratory Medicine, Örebro University Hospital, Örebro, Sweden
| | - Hans Norrgren
- Division of Infection Medicine, Department of Clinical Sciences, Lund University, Lund, Sweden
| | - Magnus Unemo
- WHO Collaborating Centre for Gonorrhoea and other STIs, National Reference Laboratory for Pathogenic Neisseria, Department of Laboratory Medicine, Örebro University Hospital, Örebro, Sweden
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16
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Review and international recommendation of methods for typing neisseria gonorrhoeae isolates and their implications for improved knowledge of gonococcal epidemiology, treatment, and biology. Clin Microbiol Rev 2011; 24:447-58. [PMID: 21734242 DOI: 10.1128/cmr.00040-10] [Citation(s) in RCA: 102] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
Gonorrhea, which may become untreatable due to multiple resistance to available antibiotics, remains a public health problem worldwide. Precise methods for typing Neisseria gonorrhoeae, together with epidemiological information, are crucial for an enhanced understanding regarding issues involving epidemiology, test of cure and contact tracing, identifying core groups and risk behaviors, and recommending effective antimicrobial treatment, control, and preventive measures. This review evaluates methods for typing N. gonorrhoeae isolates and recommends various methods for different situations. Phenotypic typing methods, as well as some now-outdated DNA-based methods, have limited usefulness in differentiating between strains of N. gonorrhoeae. Genotypic methods based on DNA sequencing are preferred, and the selection of the appropriate genotypic method should be guided by its performance characteristics and whether short-term epidemiology (microepidemiology) or long-term and/or global epidemiology (macroepidemiology) matters are being investigated. Currently, for microepidemiological questions, the best methods for fast, objective, portable, highly discriminatory, reproducible, typeable, and high-throughput characterization are N. gonorrhoeae multiantigen sequence typing (NG-MAST) or full- or extended-length porB gene sequencing. However, pulsed-field gel electrophoresis (PFGE) and Opa typing can be valuable in specific situations, i.e., extreme microepidemiology, despite their limitations. For macroepidemiological studies and phylogenetic studies, DNA sequencing of chromosomal housekeeping genes, such as multilocus sequence typing (MLST), provides a more nuanced understanding.
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17
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Antibiotic-Resistant Phenotypes and Genotypes of Neisseria gonorrhoeae Isolates in Japan: Identification of Strain Clusters With Multidrug-Resistant Phenotypes. Sex Transm Dis 2011; 38:871-5. [DOI: 10.1097/olq.0b013e31821d0f98] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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18
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Eksi F, Dikensoy E, Gayyurhan ED, Balci I, Balat O, Karsligil T, Bayram A, Komurcu O. The prevalence of Chlamydia trachomatis and Neisseria gonorrhoeae in the endocervical swab specimens of symptomatic, asymptomatic and infertile women in Turkey. Arch Gynecol Obstet 2010; 283:1349-55. [DOI: 10.1007/s00404-010-1694-8] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2010] [Accepted: 09/13/2010] [Indexed: 11/24/2022]
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19
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Chlamydia trachomatis serovar distribution and Neisseria gonorrhoeae coinfection in male patients with urethritis in Greece. J Clin Microbiol 2010; 48:2231-4. [PMID: 20357220 DOI: 10.1128/jcm.00586-10] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
The distribution of Chlamydia trachomatis serovars and Neisseria gonorrhoeae coinfection was studied in a group of 100 C. trachomatis-positive males with urethritis in Greece. The serovar distribution revealed that apart from the predominant worldwide types E and F, the relatively uncommon type G is also prevalent. Gonococcal coinfection was frequent (30%) and was associated with genovariant Ja (75%, P = 0.008).
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20
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Unemo M, Seth-Smith HMB, Cutcliffe LT, Skilton RJ, Barlow D, Goulding D, Persson K, Harris SR, Kelly A, Bjartling C, Fredlund H, Olcén P, Thomson NR, Clarke IN. The Swedish new variant of Chlamydia trachomatis: genome sequence, morphology, cell tropism and phenotypic characterization. MICROBIOLOGY-SGM 2010; 156:1394-1404. [PMID: 20093289 DOI: 10.1099/mic.0.036830-0] [Citation(s) in RCA: 67] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
Chlamydia trachomatis is a major cause of bacterial sexually transmitted infections worldwide. In 2006, a new variant of C. trachomatis (nvCT), carrying a 377 bp deletion within the plasmid, was reported in Sweden. This deletion included the targets used by the commercial diagnostic systems from Roche and Abbott. The nvCT is clonal (serovar/genovar E) and it spread rapidly in Sweden, undiagnosed by these systems. The degree of spread may also indicate an increased biological fitness of nvCT. The aims of this study were to describe the genome of nvCT, to compare the nvCT genome to all available C. trachomatis genome sequences and to investigate the biological properties of nvCT. An early nvCT isolate (Sweden2) was analysed by genome sequencing, growth kinetics, microscopy, cell tropism assay and antimicrobial susceptibility testing. It was compared with relevant C. trachomatis isolates, including a similar serovar E C. trachomatis wild-type strain that circulated in Sweden prior to the initially undetected expansion of nvCT. The nvCT genome does not contain any major genetic polymorphisms - the genes for central metabolism, development cycle and virulence are conserved - or phenotypic characteristics that indicate any altered biological fitness. This is supported by the observations that the nvCT and wild-type C. trachomatis infections are very similar in terms of epidemiological distribution, and that differences in clinical signs are only described, in one study, in women. In conclusion, the nvCT does not appear to have any altered biological fitness. Therefore, the rapid transmission of nvCT in Sweden was due to the strong diagnostic selective advantage and its introduction into a high-frequency transmitting population.
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Affiliation(s)
- Magnus Unemo
- National Reference Laboratory for Pathogenic Neisseria, Department of Laboratory Medicine, Clinical Microbiology, örebro University Hospital, örebro, Sweden
| | | | - Lesley T Cutcliffe
- Molecular Microbiology Group, University Medical School, Southampton General Hospital, Southampton, UK
| | - Rachel J Skilton
- Molecular Microbiology Group, University Medical School, Southampton General Hospital, Southampton, UK
| | - David Barlow
- Molecular Microbiology Group, University Medical School, Southampton General Hospital, Southampton, UK
| | - David Goulding
- Microbial Pathogenesis Electron Microscope Facility, The Wellcome Trust Sanger Institute, Cambridge, UK
| | - Kenneth Persson
- Department of Clinical Microbiology, Malmö University Hospital, Malmö, Sweden
| | - Simon R Harris
- Pathogen Genomics, The Wellcome Trust Sanger Institute, Cambridgeshire, UK
| | - Anne Kelly
- National Reference Laboratory for Pathogenic Neisseria, Department of Laboratory Medicine, Clinical Microbiology, örebro University Hospital, örebro, Sweden
| | - Carina Bjartling
- Department of Obstetrics and Gynaecology, Malmö University Hospital, Malmö, Sweden
| | - Hans Fredlund
- National Reference Laboratory for Pathogenic Neisseria, Department of Laboratory Medicine, Clinical Microbiology, örebro University Hospital, örebro, Sweden
| | - Per Olcén
- National Reference Laboratory for Pathogenic Neisseria, Department of Laboratory Medicine, Clinical Microbiology, örebro University Hospital, örebro, Sweden
| | - Nicholas R Thomson
- Pathogen Genomics, The Wellcome Trust Sanger Institute, Cambridgeshire, UK
| | - Ian N Clarke
- Molecular Microbiology Group, University Medical School, Southampton General Hospital, Southampton, UK
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21
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Cappello F, Conway de Macario E, Di Felice V, Zummo G, Macario AJL. Chlamydia trachomatis infection and anti-Hsp60 immunity: the two sides of the coin. PLoS Pathog 2009; 5:e1000552. [PMID: 19714222 PMCID: PMC2726942 DOI: 10.1371/journal.ppat.1000552] [Citation(s) in RCA: 82] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022] Open
Abstract
Chlamydia trachomatis (CT) infection is one of the most common causes of reproductive tract diseases and infertility. CT-Hsp60 is synthesized during infection and is released in the bloodstream. As a consequence, immune cells will produce anti-CT-Hsp60 antibodies. Hsp60, a ubiquitous and evolutionarily conserved chaperonin, is normally sequestered inside the cell, particularly into mitochondria. However, upon cell stress, as well as during carcinogenesis, the chaperonin becomes exposed on the cell surface (sf-Hsp60) and/or is secreted from cells into the extracellular space and circulation. Reports in the literature on circulating Hsp and anti-Hsp antibodies are in many cases short on details about Hsp60 concentrations, and about the specificity spectra of the antibodies, their titers, and their true, direct, pathogenetic effects. Thus, more studies are still needed to obtain a definitive picture on these matters. Nevertheless, the information already available indicates that the concurrence of persistent CT infection and appearance of sf-Hsp60 can promote an autoimmune aggression towards stressed cells and the development of diseases such as autoimmune arthritis, multiple sclerosis, atherosclerosis, vasculitis, diabetes, and thyroiditis, among others. At the same time, immunocomplexes composed of anti-CT-Hsp60 antibodies and circulating Hsp60 (both CT and human) may form deposits in several anatomical locations, e.g., at the glomerular basal membrane. The opposite side of the coin is that pre-tumor and tumor cells with sf-Hsp60 can be destroyed with participation of the anti-Hsp60 antibody, thus stopping cancer progression before it is even noticed by the patient or physician.
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Affiliation(s)
- Francesco Cappello
- Dipartimento di Medicina Sperimentale, Sezione di Anatomia Umana Emerico Luna, Università degli Studi di Palermo, Palermo, Italy.
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22
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Barry PM, Klausner JD. The use of cephalosporins for gonorrhea: the impending problem of resistance. Expert Opin Pharmacother 2009; 10:555-77. [PMID: 19284360 PMCID: PMC2657229 DOI: 10.1517/14656560902731993] [Citation(s) in RCA: 115] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
Gonorrhea remains an important clinical and public health problem throughout the world. Gonococcal infections have historically been diagnosed by Gram stain and culture but are increasingly diagnosed through nucleic acid tests, thereby eliminating the opportunity for antimicrobial susceptibility testing. Gonococcal infections are typically treated with single-dose therapy with an agent found to cure > 95% of cases. Unfortunately, the gonococcus has repeatedly developed resistance to antimicrobials including sulfonamides, penicillin, tetracyclines and fluoroquinolones. This has now left third-generation cephalosporins as the lone class of antimicrobials recommended as first-line therapy for gonorrhea in some regions. However, resistance to oral third-generation cephalosporins has emerged and spread in Asia, Australia and elsewhere. The mechanism of this resistance seems to be associated with a mosaic penicillin binding protein (penA) in addition to other chromosomal mutations previously found to confer resistance to beta-lactam antimicrobials (ponA, mtrR, penB, pilQ). Few good options exist or are in development for treating cephalosporin-resistant isolates, as most have had multidrug resistance. Preventing the spread of resistant isolates will depend on ambitious antimicrobial management programs, strengthening and expanding surveillance networks, and through effective sexually transmitted disease control and prevention.
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Affiliation(s)
- Pennan M Barry
- University of California San Francisco, San Francisco Department of Public Health, San Francisco, CA 94103, USA.
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23
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Comparison of Neisseria gonorrhoeae multiantigen sequence typing and porB sequence analysis for identification of clusters of N. gonorrhoeae isolates. J Clin Microbiol 2008; 47:489-91. [PMID: 19052176 DOI: 10.1128/jcm.01612-08] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
porB DNA sequence analysis and Neisseria gonorrhoeae multiantigen sequence typing (NG-MAST) methods were compared for their abilities to discriminate strains and to identify epidemiologically congruent pairs of N. gonorrhoeae. Both methods provided high-level discrimination of strains. NG-MAST further differentiated large porB-based clusters. However, considerations of cost suggest that porB DNA sequence analysis is a useful tool for preliminary molecular analysis of the epidemiology of N. gonorrhoeae.
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24
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Olsen B, Hadad R, Fredlund H, Unemo M. The Neisseria gonorrhoeae population in Sweden during 2005-phenotypes, genotypes and antibiotic resistance. APMIS 2008; 116:181-9. [PMID: 18377583 DOI: 10.1111/j.1600-0463.2008.00895.x] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
In Sweden, the gonorrhoea incidence has significantly increased since an all-time low in 1996. We aimed to phenotypically and genotypically characterise N. gonorrhoeae isolates (n=180) transmitted in Sweden during 2005. All isolates were susceptible to cefixime, ceftriaxone, and spectinomycin. However, 2%, 50% and 75% displayed intermediate susceptibility or resistance to azithromycin, ciprofloxacin and ampicillin, respectively. The isolates were assigned to 28 different serovars using Genetic Systems monoclonal antibodies (Mabs) (discriminatory index, 91.0%) and 46 different serovars using Pharmacia Mabs (index, 94.4%). Furthermore, they displayed 95 porB sequences (index, 97.8%) and 95 N. gonorrhoeae multiantigen sequence typing (NG-MAST) sequence types (STs) (index, 98.0%). 51 (54%) of these STs have not been previously described. 14 ST clusters, comprising between 3 and 15 isolates, were identified that indicate the existence of several transmission chains. The high number of unique STs (n=63) may be associated with import of strains from abroad, local emergence of new STs, incomplete epidemiological surveillance, and/or suboptimal diagnostics, including contact tracing. Overall, the Swedish N. gonorrhoeae population was remarkably diversified. Comprehensive knowledge regarding transmission, phenotypes (including antibiotic resistance), but also in many cases highly discriminative and precise genotypic characteristics of the N. gonorrhoeae strains circulating in our societies, is crucial.
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Affiliation(s)
- Birgitta Olsen
- Department of Clinical Medicine, Orebro University, Orebro, Sweden
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25
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Todd K, Durrheim D, Pickles R, Eastwood K, Merritt T, Tapsall J, Ray S, Limnios A. Using epidemiological and molecular methods to investigate an outbreak of gonorrhoea associated with heterosexual contact in Newcastle, NSW, Australia. Sex Health 2008; 4:233-6. [PMID: 18082065 DOI: 10.1071/sh07037] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2007] [Accepted: 08/20/2007] [Indexed: 11/23/2022]
Abstract
BACKGROUND We report a cluster of gonorrhoea among mainly heterosexual men that occurred in October 2005, which was first identified when routine weekly surveillance review procedures indicated a three-fold increase in reporting rates compared with historical data. METHODS Each case was followed up with the treating medical officer to review treatment regimes and risk exposures, and to carry out enhanced contact tracing. The phenotype and genotype of the outbreak gonococcal isolates and gonococci prevalent in the months preceding and following the cluster were determined. Links between cases reported from the local Sexual Health Clinic and those reported by general practitioners were established. RESULTS Laboratory data indicated that a particular gonococcal subtype (ST 225 and NR/Brpyst) was prevalent during the outbreak. CONCLUSIONS Gonorrhoea rates returned to pre-outbreak levels following a targeted health promotion intervention with no further cases of the outbreak subtype detected.
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Affiliation(s)
- Kerry Todd
- Hunter New England Population Health, Hunter New England Area Health Service, NSW 2305, Australia.
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26
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Liao M, Bell K, Gu WM, Yang Y, Eng NF, Fu W, Wu L, Zhang CG, Chen Y, Jolly AM, Dillon JAR. Clusters of circulating Neisseria gonorrhoeae strains and association with antimicrobial resistance in Shanghai. J Antimicrob Chemother 2008; 61:478-87. [PMID: 18227091 DOI: 10.1093/jac/dkm544] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
OBJECTIVES (i) To distinguish Neisseria gonorrhoeae isolates in Shanghai by porB typing; (ii) to ascertain the congruence of porB DNA sequence typing with cases linked epidemiologically; (iii) to determine the association of specific PorB mutations with antimicrobial resistance to penicillin or tetracycline. METHODS porB DNA sequences of 174 N. gonorrhoeae isolates, collected from 143 male patients and 31 female sexual partners in Shanghai were determined. Phylogenetic analysis was used to determine sequence associations and concordance with epidemiologically linked cases. PorB protein sequences were compared with the wild-type sequence to identify mutations associated with antimicrobial resistance to penicillin and tetracycline. RESULTS porB1a genotypes comprised 27.0% of the isolates and included 15 distinct DNA sequences, while 73.0% of the isolates carried porB1b genotypes with 63 distinct DNA sequences. porB DNA sequence typing was congruent with patient-reported sexual contacts. In addition, porB DNA sequence analysis revealed a number of strains with identical DNA sequences not identified through traditional epidemiological methods. The porB1b isolates had a significantly higher percentage of chromosomally mediated resistance to tetracycline and higher MIC50s to penicillin and ciprofloxacin. G120K/A121D mutations were observed in 71.1% of PIB isolates and were associated with resistance to penicillin and/or tetracycline. The majority of the PIA isolates (82.1%) also carried G120D/A121G double mutations. The index of discrimination for porB DNA sequence analysis was 95%. CONCLUSIONS The porB1b genotype was found to be predominant in Shanghai. porB DNA sequence typing was sufficiently discriminatory for differentiating N. gonorrhoeae isolates and was congruent with epidemiological linkages. Novel porB sequences of N. gonorrhoeae and novel mutations of PorB proteins were identified.
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Affiliation(s)
- Mingmin Liao
- Vaccine and Infectious Disease Organization, University of Saskatchewan, 120 Veterinary Road, Saskatoon, Saskatchewan, Canada S7N 5E3
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Yu MC, Li LH, Li SY, Tang LH, Tai Y, Chen KT. Molecular epidemiology of genital chlamydial infection among male patients attending an STD clinic in Taipei, Taiwan. Sex Transm Dis 2007; 34:570-3. [PMID: 17277609 DOI: 10.1097/01.olq.0000253375.59976.24] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVE To assess the epidemiology of genital Chlamydia trachomatis infection among men attending an STD clinic in Taipei, Taiwan. STUDY Between July 2004 and June 2005, a total of 426 first-void urine specimens from male patients were tested for C. trachomatis by using a urine-based PCR DNA amplification assay. RESULTS The overall prevalence of genital C. trachomatis infection was 16.4%. Youth, current symptoms, the presence of N. gonorrhoeae infection, and inconsistent use of condoms were positively associated with C. trachomatis infection. The most common chlamydia strain present was genotype E, followed by D and Da, F, K, J, G, and H. CONCLUSIONS C. trachomatis genital infection was prevalent among male patients attending a STD clinic in Taipei. Young Taiwanese men attending STD clinics should be counselled on condom use.
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Affiliation(s)
- Mei-Ching Yu
- Department of Chemical Engineering, Tatung University, Taiwan
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28
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Barken KB, Haagensen JAJ, Tolker-Nielsen T. Advances in nucleic acid-based diagnostics of bacterial infections. Clin Chim Acta 2007; 384:1-11. [PMID: 17689512 DOI: 10.1016/j.cca.2007.07.004] [Citation(s) in RCA: 87] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2007] [Revised: 05/23/2007] [Accepted: 07/02/2007] [Indexed: 11/25/2022]
Abstract
Methods for rapid detection of infectious bacteria and antimicrobial-resistant pathogens have evolved significantly over the last decade. Many of the new procedures are nucleic acid-based and replace conventional diagnostic methods like culturing which is time consuming especially with fastidious and slow growing microorganisms. The widespread use of antibiotics has resulted in an increased number of cases with resistant microorganisms such as methicillin-resistant Staphylococcus aureus, vancomycin resistant enterococci, and multidrug-resistant Mycobacterium tuberculosis. Rapid detection of these pathogens is important to isolate patients and prevent further spreading of the diseases. Newly developed diagnostic procedures are superior with respect to turnaround time, sensitivity and specificity. Methods like multiplex real time PCR and different array-based technologies offer the possibility of multiparameter assays where several pathogens and antibiotic resistance genes can be detected simultaneously.
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Affiliation(s)
- Kim B Barken
- Centre for BioScience and Technology, BioCentrum-DTU, Technical University of Denmark, DK-2800 Lyngby, Denmark.
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29
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Unemo M, Vorobieva V, Firsova N, Ababkova T, Leniv I, Haldorsen BC, Fredlund H, Skogen V. Neisseria gonorrhoeae population in Arkhangelsk, Russia: phenotypic and genotypic heterogeneity. Clin Microbiol Infect 2007; 13:873-8. [PMID: 17596201 DOI: 10.1111/j.1469-0691.2007.01764.x] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
Abstract
Reliable data concerning the incidence and phenotypic and genotypic characteristics of the Neisseria gonorrhoeae population in many eastern European countries are lacking. Clinically significant N. gonorrhoeae isolates (n = 76) from 76 consecutive patients in Arkhangelsk, Russia were characterised by antimicrobial susceptibility testing, serovar determination, porB gene sequencing and N. gonorrhoeae multi-antigen sequence typing (NG-MAST). The isolates were assigned to 12 different serovars, displayed 35 divergent porB sequences, and belonged to 40 different sequence types (STs). All the serovars, but only seven of the STs, had been identified previously in other countries. Twelve ST clusters of between two and 14 isolates were identified, which indicated that many multiple transmission networks exist in Arkhangelsk. The high number of unique STs (n = 28) may be a consequence of sub-optimal diagnostic procedures, ineffective partner tracing, local emergence of new STs, import of strains via sexual tourists, or foreign travel. The N. gonorrhoeae population circulating in Arkhangelsk was highly diverse and differed from the N. gonorrhoeae populations disseminated in some western European countries. Thorough knowledge concerning the incidence of gonorrhoea, antibiotic susceptibility and other phenotypic and genotypic characteristics of the N. gonorrhoeae strains circulating in eastern Europe is crucial.
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Affiliation(s)
- M Unemo
- National Reference Laboratory for Pathogenic Neisseria, Department of Clinical Microbiology, Orebro University Hospital, Orebro, Sweden.
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30
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Berglund T, Asikainen T, Grützmeier S, Rudén AK, Wretlind B, Sandström E. The epidemiology of gonorrhea among men who have sex with men in Stockholm, Sweden, 1990-2004. Sex Transm Dis 2007; 34:174-9. [PMID: 16868528 DOI: 10.1097/01.olq.0000230442.13532.c7] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVES The objectives of this study were to analyze the spread of gonorrhea in men who have sex with men (MSM) in Stockholm regarding serovars, HIV status, and site of infection and to compare the distribution of serovars among HIV-positive and HIV-negative MSM. STUDY DESIGN Clinical and epidemiologic data were collected for all MSM diagnosed with gonorrhea in 1990 to 2004 at a clinic primarily serving MSM. Neisseria gonorrhoeae strains were serotyped. RESULTS A total of 1,039 isolates from 840 gonorrhea episodes in 721 patients were included. A sharp increase was seen during the 2000s. Ten percent of the cases were HIV-positive. The proportion of pharyngeal infections increased significantly (P <0.001) from 15% to 38% during the last 7 years. A great variation of serovars (n = 66) was observed, but only 5 were present >10 years. There was a significant difference (P = 0.001) in distribution of serovars correlated to HIV status. CONCLUSION Gonorrhea is a marker for HIV infection in MSM, but the increase in gonorrhea may be associated with genital-oral sexual practice rather than with high-risk sexual practice.
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Affiliation(s)
- Torsten Berglund
- Department of Epidemiology, Swedish Institute for Infectious Disease Control, Solna, Sweden.
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31
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Unemo M, Sjöstrand A, Akhras M, Gharizadeh B, Lindbäck E, Pourmand N, Wretlind B, Fredlund H. Molecular characterization of Neisseria gonorrhoeae identifies transmission and resistance of one ciprofloxacin-resistant strain. APMIS 2007; 115:231-41. [PMID: 17367469 PMCID: PMC2769514 DOI: 10.1111/j.1600-0463.2007.apm_487.x] [Citation(s) in RCA: 37] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
A highly discriminative and objective genetic characterization of N. gonorrhoeae, which increases our knowledge of strain populations in different geographic areas, is crucial for the development of improved control measures. In the present study, conventional phenotypic characterization and genetic characterization by means of pulsed-field gel electrophoresis (PFGE), sequencing of the entire porB gene, N. gonorrhoeae multiantigen sequence typing (NG-MAST), and pyrosequencing of a quinolone resistance determining region (QRDR) of the gyrA gene of Swedish ciprofloxacin-resistant N. gonorrhoeae serovar IB-10 isolates (n=45) were performed. The genetic characterization identified one widely spread ciprofloxacin-resistant N. gonorrhoeae ST147 strain. In addition, isolates with slightly different genetic characteristics, which presumably reflect the ongoing evolution only, were also identified. All the isolates contained single nucleotide polymorphisms in QRDR of the gyrA gene that are highly correlated with ciprofloxacin resistance. Consequently, comprehensive characterization identified the first confirmed large domestic transmission, mainly among young heterosexuals, of one ciprofloxacin-resistant N. gonorrhoeae strain in Swedish society during 2002-2003. In conclusion, a precise, i.e. genetic, characterization for identification of individual strains is a very valuable support to the crucial active surveillance of the epidemiological characteristics and the antibiotic susceptibility of N. gonorrhoeae in the effective treatment of gonorrhoea.
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Affiliation(s)
- Magnus Unemo
- National Reference Laboratory for Pathogenic Neisseria, Department of Clinical Microbiology, Orebro University Hospital, Orebro, Sweden.
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32
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Gao X, Chen XS, Yin YP, Zhong MY, Shi MQ, Wei WH, Chen Q, Peeling RW, Mabey D. Distribution study of Chlamydia trachomatis serovars among high-risk women in China performed using PCR-restriction fragment length polymorphism genotyping. J Clin Microbiol 2007; 45:1185-9. [PMID: 17301282 PMCID: PMC1865819 DOI: 10.1128/jcm.02076-06] [Citation(s) in RCA: 46] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
This was one of the first epidemiological studies in China focused on genital Chlamydia trachomatis serotype distribution in high-risk female populations using omp1 gene-based restriction fragment length polymorphism analysis. One thousand seven hundred seventy cervical swab samples from women attending sexually transmitted disease clinics and female sex workers in six cities in China (Shenzhen and Guangzhou in southern China, Nanjing and Shanghai in eastern China, and Nanning and Chengdu in southwestern China) were subjected to serovar genotyping. The proportion of omp1 genes successfully amplified in 240 C. trachomatis plasmid-positive samples was 94.2% (226/240). Serotypes E (n = 63; 27.9%), F (n = 53; 23.5%), G (n = 28; 12.4%), and D (n = 25; 11.1%) were most prevalent. Though there was no significant difference in the geographic distribution of C. trachomatis, serotype E was predominant in the South (32.1%) and East (27.1%), while serotype F was predominant in the Southwest (28.3%). Serotype F infection was associated with young age and single status. Serovar G was associated with lower abdominal pain; 47.5% of asymptomatic patients were infected with serovar E. These results provide information on distribution of genital C. trachomatis serotypes among high-risk women in China and indicate that high-risk women, including those who are asymptomatic, can be infected with multiple serovars of C. trachomatis, revealing exposure to multiple sources of infection. Although the scope for generalizations is limited by our small sample size, our results showing clinical correlations with genotypes are informative.
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Affiliation(s)
- Xing Gao
- Department of STD Epidemiology, National Center for STD Control, 12 Jiangwangmiao Street, Nanjing 210042, China
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Vernel-Pauillac F, Falcot V, Whiley D, Merien F. Rapid detection of a chromosomally mediated penicillin resistance-associated ponA mutation in Neisseria gonorrhoeae using a real-time PCR assay. FEMS Microbiol Lett 2006; 255:66-74. [PMID: 16436063 DOI: 10.1111/j.1574-6968.2005.00053.x] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
Abstract
The recent emergence of a decreased susceptibility of Neisseria gonorrhoeae strains to penicillin in New Caledonia has lead clinicians to operate a change in the treatment strategy. In addition, this important health issue has emphasized the need for a rapid means of detecting penicillin resistance in N. gonorrhoeae in order to select an effective treatment and limit the spread of resistant strains. In recent years, the use of fluorescence resonance energy transfer on the LightCycler has proven to be a valuable tool for the screening of mutations occurring in the genome of various microorganisms. In this study, we developed a real-time PCR assay coupled with a fluorometric hybridization probes system to detect a penicillin resistance-associated mutation on the N. gonorrhoeae ponA gene. Following an extensive evaluation involving 136 isolates, melting curve analysis correctly evidenced a 5 degrees C T(m) shift in all N. gonorrhoeae strains possessing this mutation, as determined by conventional sequencing analysis. Moreover, the mutation profiles obtained with the real-time PCR showed good correlation with the pattern of penicillin susceptibility generated with classical antibiograms. Overall, our molecular assay allowed an accurate and reproducible determination of the susceptibility to penicillin corresponding to a mutation present in all chromosomally mediated resistant strains of N. gonorrhoeae.
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Affiliation(s)
- Frédérique Vernel-Pauillac
- Laboratoire de Recherche en Bactériologie, Institut Pasteur de Nouvelle-Calédonie, Nouméa Cedex, Nouvelle-Calédonie, France
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Schmid O, Ball G, Lancashire L, Culak R, Shah H. New approaches to identification of bacterial pathogens by surface enhanced laser desorption/ionization time of flight mass spectrometry in concert with artificial neural networks, with special reference to Neisseria gonorrhoeae. J Med Microbiol 2006; 54:1205-1211. [PMID: 16278435 DOI: 10.1099/jmm.0.46223-0] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Surface enhanced laser desorption/ionization-time of flight mass spectrometry (SELDI-TOF MS) has been applied in large numbers of oncological studies but the microbiological field has not been extensively explored to date. This paper describes the application of SELDI-TOF MS in concert with a multi-layer perceptron artificial neural network (ANN) with a back propagation algorithm for the identification of Neisseria gonorrhoeae. N. gonorrhoeae, the aetiological agent of gonorrhoea, is the second most common sexually transmitted disease in the UK and USA. Analysis of over 350 strains of N. gonorrhoeae and closely related species by SELDI-TOF MS facilitated the design of an ANN model and revealed 20 ion peak descriptors of positive, negative and secondary nature that were paramount for the identification of the pathogen. The model performed with over 96 % efficiency when based on these 20 ion peak descriptors and exhibited a sensitivity of 95.7 % and a specificity of 97.1 %, with an area under the curve value of 0.996. The technology has the potential to link several ANN models for a comprehensive rapid identification platform for clinically important pathogens.
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Affiliation(s)
- Oliver Schmid
- Molecular Identification Services Unit, Centre for Infections, Health Protection Agency, London, UK 2The Nottingham Trent University, School of Biomedical and Natural Sciences, Nottingham, UK
| | - Graham Ball
- Molecular Identification Services Unit, Centre for Infections, Health Protection Agency, London, UK 2The Nottingham Trent University, School of Biomedical and Natural Sciences, Nottingham, UK
| | - Lee Lancashire
- Molecular Identification Services Unit, Centre for Infections, Health Protection Agency, London, UK 2The Nottingham Trent University, School of Biomedical and Natural Sciences, Nottingham, UK
| | - Renata Culak
- Molecular Identification Services Unit, Centre for Infections, Health Protection Agency, London, UK 2The Nottingham Trent University, School of Biomedical and Natural Sciences, Nottingham, UK
| | - Haroun Shah
- Molecular Identification Services Unit, Centre for Infections, Health Protection Agency, London, UK 2The Nottingham Trent University, School of Biomedical and Natural Sciences, Nottingham, UK
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