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Journal of Clinical Microbiology | 2013

Development and Evaluation of a Next-Generation Digital PCR Diagnostic Assay for Ocular Chlamydia trachomatis Infections

Chrissy h. Roberts; Sandra Molina-Gonzalez; Eunice Cassama; Robert Butcher; Meno Nabicassa; Elizabeth McCarthy; Sarah E. Burr; David Mabey; Robin L. Bailey; Martin J. Holland

ABSTRACT Droplet digital PCR (ddPCR) is an emulsion PCR process that performs absolute quantitation of nucleic acids. We developed a ddPCR assay for Chlamydia trachomatis infections and found it to be accurate and precise. Using PCR mixtures containing plasmids engineered to include the PCR target sequences, we were able to quantify with a dynamic range between 0.07 and 3,160 targets/μl (r 2 = 0.9927) with >95% confidence. Using 1,509 clinical conjunctival swab samples from a population in which trachoma is endemic in Guinea Bissau, we evaluated the specificity and sensitivity of the quantitative ddPCR assay in diagnosing ocular C. trachomatis infections by comparing the performances of ddPCR and the Roche Amplicor CT/NG test. We defined ddPCR tests as positive when we had ≥95% confidence in a nonzero estimate of target load. The sensitivity of ddPCR against Amplicor was 73.3% (95% confidence interval [CI], 67.9 to 78.7%), and specificity was 99.1% (95% CI, 98.6 to 99.6%). Negative and positive predictive values were 94.6% (95% CI, 93.4 to 95.8%) and 94.5% (95% CI, 91.3 to 97.7%), respectively. Based on Amplicor CT/NG testing, the estimated population prevalence of C. trachomatis ocular infection was ∼17.5%. Receiver-operator curve analysis was used to select critical cutoff values for use in clinical settings in which a balance between higher sensitivity and specificity is required. We concluded that ddPCR is an effective diagnostic technology suitable for both research and clinical use in diagnosing ocular C. trachomatis infections.


PLOS Neglected Tropical Diseases | 2014

Risk Factors for Active Trachoma and Ocular Chlamydia trachomatis Infection in Treatment-Naïve Trachoma-Hyperendemic Communities of the Bijagós Archipelago, Guinea Bissau.

Sarah E. Burr; Helen A. Weiss; Emma M. Harding-Esch; Eunice Cassama; Meno Nabicassa; David Mabey; Martin J. Holland; Robin L. Bailey

Background Trachoma, caused by ocular infection with Chlamydia trachomatis, is hyperendemic on the Bijagós Archipelago of Guinea Bissau. An understanding of the risk factors associated with active trachoma and infection on these remote and isolated islands, which are atypical of trachoma-endemic environments described elsewhere, is crucial to the implementation of trachoma elimination strategies. Methodology/Principal Findings A cross-sectional population-based trachoma prevalence survey was conducted on four islands. We conducted a questionnaire-based risk factor survey, examined participants for trachoma using the World Health Organization (WHO) simplified grading system and collected conjunctival swab samples for 1507 participants from 293 randomly selected households. DNA extracted from conjunctival swabs was tested using the Roche Amplicor CT/NG PCR assay. The prevalence of active (follicular and/or inflammatory) trachoma was 11% (167/1508) overall and 22% (136/618) in 1–9 year olds. The prevalence of C. trachomatis infection was 18% overall and 25% in 1–9 year olds. There were strong independent associations of active trachoma with ocular and nasal discharge, C. trachomatis infection, young age, male gender and type of household water source. C. trachomatis infection was independently associated with young age, ocular discharge, type of household water source and the presence of flies around a latrine. Conclusions/Significance In this remote island environment, household-level risk factors relating to fly populations, hygiene behaviours and water usage are likely to be important in the transmission of ocular C. trachomatis infection and the prevalence of active trachoma. This may be important in the implementation of environmental measures in trachoma control.


Journal of Clinical Microbiology | 2014

Plasmid copy number and disease severity in naturally occurring ocular Chlamydia trachomatis infection

Chrissy h. Roberts; Eunice Cassama; Meno Nabicassa; Sandra Molina-Gonzalez; Sarah E. Burr; David Mabey; Robin L. Bailey; Martin J. Holland

ABSTRACT The Chlamydia trachomatis plasmid is a virulence factor. Plasmid copy number, C. trachomatis load and disease severity were assessed in a treatment-naive population where trachoma is hyperendemic. By using droplet digital PCR, plasmid copy number was found to be stable (median, 5.34 [range, 1 to 18]) and there were no associations with C. trachomatis load or disease severity.


Fems Immunology and Medical Microbiology | 2017

Spatial clustering of high load ocular Chlamydia trachomatis infection in trachoma: A cross-sectional population-based study.

Sarah E. Burr; Neal Alexander; Emma M. Harding-Esch; Chrissy h. Roberts; Meno Nabicassa; E Teixeira da Silva Cassama; David Mabey; Martin J. Holland; Robin L. Bailey

&NA; Chlamydia trachomatis (Ct) is the most common cause of bacterial sexually transmitted infection and infectious cause of blindness (trachoma) worldwide. Understanding the spatial distribution of Ct infection may enable us to identify populations at risk and improve our understanding of Ct transmission. In this study, we sought to investigate the spatial distribution of Ct infection and the clinical features associated with high Ct load in trachoma‐endemic communities on the Bijagós Archipelago (Guinea Bissau). We collected 1507 conjunctival samples and corresponding detailed clinical data during a cross‐sectional population‐based geospatially representative trachoma survey. We used droplet digital PCR to estimate Ct load on conjunctival swabs. Geostatistical tools were used to investigate clustering of ocular Ct infections. Spatial clusters (independent of age and gender) of individuals with high Ct loads were identified using local indicators of spatial association. We did not detect clustering of individuals with low load infections. These data suggest that infections with high bacterial load may be important in Ct transmission. These geospatial tools may be useful in the study of ocular Ct transmission dynamics and as part of trachoma surveillance post‐treatment, to identify clusters of infection and thresholds of Ct load that may be important foci of re‐emergent infection in communities. &NA; Graphical Abstract Figure. One sentence summary: We identified clusters of high load Ct infections suggesting that high load infections may be important in transmission, which may have implications in trachoma elimination strategies and surveillance.


Ophthalmic Epidemiology | 2015

Health Beliefs and Perceptions of Trachoma in Communities on the Bijagos Archipelago of Guinea Bissau

Katie Thompson; Harry Hutchins; Aramata Baio; Eunice Cassama; Meno Nabicassa; Robin L. Bailey

ABSTRACT Purpose: The World Health Organization aims to eliminate blinding trachoma by 2020 using the SAFE strategy: Surgery for trichiasis, Antibiotics, Facial cleanliness and Environmental improvement. Trachoma is hyperendemic on the remote Bijagos Archipelago of Guinea-Bissau, West Africa. Sociocultural factors remain unexplored here, despite their potential impact on disease control, particularly through the “F” and “E” aspects. By examining these, we aim to illuminate this populations unreported health beliefs, hygiene behaviors and disease perceptions. This understanding will help to optimize future public health interventions, and guide the distribution of limited healthcare resources. Methods: Two unmatched interview series were conducted 1 year apart on Bubaque Island in the Bijagos Archipelago; one in rural villages using purposive snowball sampling, the other in a semi-urban settlement, using random-cluster sampling. Interviews were conducted and recorded in Kriolu, the local dialect, by a supervised local field assistant before translation into English for conventional content analysis. Results: Trachoma was unheard of in either series, despite ongoing local trachoma research. A heterogeneous range of disease etiology and preventative measures were suggested, but the importance of hygiene was more widely reported by semi-urban interviewees. Although western medicine was well regarded, traditional practices continued, particularly in the rural populations. Conclusions: Differences in knowledge, beliefs and behaviors were apparent between the two series. Despite widespread rudimentary knowledge of disease prevention, targeted education might benefit both communities, particularly basic hygiene education for rural communities. Healthcare access should also be improved for rural populations. The impact of these measures could be assessed by future fieldwork.


Scientific Reports | 2017

Genome-wide profiling of humoral immunity and pathogen genes under selection identifies immune evasion tactics of Chlamydia trachomatis during ocular infection.

Harry Pickering; Andy Teng; Nkoyo Faal; Hassan Joof; Pateh Makalo; Eunice Cassama; Meno Nabicassa; Sarah E. Burr; Sarah Rowland-Jones; Nicholas R. Thomson; Chrissy h. Roberts; David Mabey; Robin L. Bailey; Richard D. Hayward; L M de la Maza; Martin J. Holland

The frequency and duration of Chlamydia trachomatis (Ct) ocular infections decrease with age, suggesting development of partial immunity. However, there is a lack of clear correlates of immunity to Ct infection in humans. We screened sera from a cohort of Gambian children followed for six-months against a Ct-proteome microarray. At genome sequence level, we detected signatures of selection from a population of ocular Ct isolates from Guinea-Bissau. Together these approaches allowed us to highlight the focus of humoral responses and hypothesise new modes of pathogen immune evasion. Children who were susceptible to frequent and/or prolonged Ct infection had a less focussed antibody response, including preferential recognition of forty-two antigens. There was evidence of positive and purifying selection across the genome, but little balancing selection. In contrast, most antigens that were associated with susceptibility were under neutral selection. These data suggest an evasion strategy in which Ct presents a large panel of irrelevant antigens to the immune system to block or misdirect protective responses. Development of a focused immune response, possibly induced through vaccination, may be an effective strategy to promote protection to Ct infection.


Parasites & Vectors | 2017

The impact of a single round of community mass treatment with azithromycin on disease severity and ocular Chlamydia trachomatis load in treatment-naïve trachoma-endemic island communities in West Africa

Sarah E. Burr; Emma M. Harding-Esch; Eunice Cassama; Meno Nabicassa; Chrissy h. Roberts; David Mabey; Martin J. Holland; Robin L. Bailey

BackgroundTrachoma, a neglected tropical disease, is caused by ocular infection with Chlamydia trachomatis (Ct). The World Health Organization (WHO) recommends three annual rounds of community mass drug treatment with azithromycin (MDA) if the prevalence of follicular trachoma in 1–9 year olds (TF1–9) exceeds 10% at district level to achieve an elimination target of district-level TF1–9 below 5% after. To evaluate this strategy in treatment-naïve trachoma-endemic island communities in Guinea Bissau, we conducted a cross-sectional population-based trachoma survey on four islands. The upper tarsal conjunctivae of each participant were clinically assessed for trachoma and conjunctival swabs were obtained (n = 1507). We used a droplet digital PCR assay to detect Ct infection and estimate bacterial load. We visited the same households during a second cross-sectional survey and repeated the ocular examination and obtained conjunctival swabs from these households one year after MDA (n = 1029).ResultsPre-MDA TF1–9 was 22.0% (136/618). Overall Ct infection prevalence (CtI) was 18.6% (25.4% in 1–9 year olds). Post-MDA (estimated coverage 70%), TF1–9 and CtI were significantly reduced (7.4% (29/394, P < 0.001) and 3.3% (34/1029, P < 0.001) (6.6% in 1–9 year olds, P < 0.001), respectively. Median ocular Ct load was reduced from 2038 to 384 copies/swab (P < 0.001). Following MDA cases of Ct infection were highly clustered (Moran’s I 0.27, P < 0.001), with fewer clusters of Ct infection overall, fewer clusters of cases with high load infections and less severe disease.ConclusionsDespite a significant reduction in the number of clusters of Ct infection, mean Ct load, disease severity and presence of clusters of cases of high load Ct infection suggesting the beginning of trachoma control in isolated island communities, following a single round of MDA we demonstrate that transmission is still ongoing. These detailed data are useful in understanding the epidemiology of ocular Ct infection in the context of MDA and the tools employed may have utility in determining trachoma elimination and surveillance activities in similar settings.


Genome Medicine | 2018

Population-based analysis of ocular Chlamydia trachomatis in trachoma-endemic West African communities identifies genomic markers of disease severity

Harry Pickering; Chrissy h. Roberts; Francesc Coll; Jody Phelan; Sarah E. Burr; Eunice Cassama; Meno Nabicassa; Helena Seth-Smith; James Hadfield; Lesley T. Cutcliffe; Ian N. Clarke; David Mabey; Robin L. Bailey; Taane G. Clark; Nicholas R. Thomson; Martin J. Holland

BackgroundChlamydia trachomatis (Ct) is the most common infectious cause of blindness and bacterial sexually transmitted infection worldwide. Ct strain-specific differences in clinical trachoma suggest that genetic polymorphisms in Ct may contribute to the observed variability in severity of clinical disease.MethodsUsing Ct whole genome sequences obtained directly from conjunctival swabs, we studied Ct genomic diversity and associations between Ct genetic polymorphisms with ocular localization and disease severity in a treatment-naïve trachoma-endemic population in Guinea-Bissau, West Africa.ResultsAll Ct sequences fall within the T2 ocular clade phylogenetically. This is consistent with the presence of the characteristic deletion in trpA resulting in a truncated non-functional protein and the ocular tyrosine repeat regions present in tarP associated with ocular tissue localization. We have identified 21 Ct non-synonymous single nucleotide polymorphisms (SNPs) associated with ocular localization, including SNPs within pmpD (odds ratio, OR = 4.07, p* = 0.001) and tarP (OR = 0.34, p* = 0.009). Eight synonymous SNPs associated with disease severity were found in yjfH (rlmB) (OR = 0.13, p* = 0.037), CTA0273 (OR = 0.12, p* = 0.027), trmD (OR = 0.12, p* = 0.032), CTA0744 (OR = 0.12, p* = 0.041), glgA (OR = 0.10, p* = 0.026), alaS (OR = 0.10, p* = 0.032), pmpE (OR = 0.08, p* = 0.001) and the intergenic region CTA0744–CTA0745 (OR = 0.13, p* = 0.043).ConclusionsThis study demonstrates the extent of genomic diversity within a naturally circulating population of ocular Ct and is the first to describe novel genomic associations with disease severity. These findings direct investigation of host-pathogen interactions that may be important in ocular Ct pathogenesis and disease transmission.


BMJ Global Health | 2017

IS TRACHOMA ON TRACK FOR ELIMINATION BY 2020? MONITORING AND SURVEILLANCE AFTER MASS DRUG ADMINISTRATION WITH AZITHROMYCIN FOR ACTIVE TRACHOMA IN GUINEA BISSAU

Giovanna Cowley; Eunice Teixeira Da Silva; Meno Nabicassa; Pedrozinho Duarte Pereira De Barros; Milena Mbote Blif; Robin L. Bailey

Background Guinea Bissau is a trachoma-endemic country that has pledged to eliminate blinding trachoma by 2020 by implementation of the SAFE strategy. Evidence for elimination is to be presented in a dossier to WHO. Mass drug administration (MDA) with azithromycin for active trachoma has been carried out in the Bijagos and Cacheu regions. Through collaboration with government and non-government agencies, we conducted coverage and impact surveys to evaluate success of MDA and build capacity in monitoring and surveillance activities within the Programa Nacional de Saude de Bissau. Our surveys demonstrate the feasibility of compiling the elimination dossier and show promising results. Methods (1) Coverage survey (Bijagos): Seven households were randomly selected from 17 villages on five islands which had received MDA 1 month previously. Household members reported whether they had taken azithromycin and population coverage was calculated. (2) Impact survey (Cacheu): 15 households were randomly selected from 20 clusters. Trained ophthalmic nurses recorded cases of follicular trachoma (TF) amongst 1–9 year-olds and of trachomatous trichiasis (TT) amongst people aged 15 and above. Prevalence estimates of TF and TT were calculated. Results (1) MDA Coverage (Bijagos): Estimated MDA coverage was 90.9% overall (n=518) and 94.4% amongst children aged 1–9. (2) Impact survey (Cacheu): 701 1–9 year-olds and 1557 >14 year-olds were examined. The estimated prevalence of TF1–9 was 0.3% and that of unoperated TT>14 was between 0.1 and 0.4%. Conclusions These surveys provide evidence that MDA can achieve very high levels of coverage in remote and poorly accessible areas and can reduce TF to below the WHO elimination threshold. Successful TF elimination can allow focus to shift to operating TT, which remains a significant public health problem after MDA. These surveys demonstrate how sound epidemiological methods can be used in programmatic settings to evaluate elimination campaigns, guide future programme activities and contribute to global data collection.


BMC Infectious Diseases | 2015

Inverse relationship between microRNA-155 and -184 expression with increasing conjunctival inflammation during ocular Chlamydia trachomatis infection

Tamsyn Derrick; Sarah E. Burr; Chrissy h. Roberts; Meno Nabicassa; Eunice Cassama; Robin L. Bailey; David Mabey; Matthew J. Burton; Martin J. Holland

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