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Modeling the "F" in "SAFE": The dynamic game of facial cleanliness in trachoma prevention.

ABSTRACT: Trachoma, a neglected tropical disease (NTDs) caused by bacterium Chlamydia trachomatis, is a leading cause of infectious blindness. Efforts are underway to eliminate trachoma as a public health problem by using the "SAFE" strategy. While mathematical models are now standard tools used to support elimination efforts and there are a variety of models studying different aspects of trachoma transmission dynamics, the "F" component of the strategy corresponding to facial cleanliness has received very little attention so far. In this paper, we incorporate human behavior into a standard epidemiological model and develop a dynamical game during which individuals practice facial cleanliness based on their epidemiological status and perceived benefits and costs. We found that the number of infectious individuals generally increases with the difficulty to access a water source. However, this increase happens only during three transition periods and the prevalence stays constant otherwise. Consequently, improving access to water can help eliminate trachoma, but the improvement needs to be significant enough to cross at least one of the three transition thresholds; otherwise the improved access will have no noticeable effect.

SUBMITTER: Barazanji M

PROVIDER: S-EPMC10289400 | biostudies-literature | 2023

REPOSITORIES: biostudies-literature

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Modeling the "F" in "SAFE": The dynamic game of facial cleanliness in trachoma prevention.

Barazanji Mary M Ngo Janesah D JD Powe Jule A JA Schneider Kimberley P KP Rychtář Jan J Taylor Dewey D

PloS one 20230623 6

Trachoma, a neglected tropical disease (NTDs) caused by bacterium Chlamydia trachomatis, is a leading cause of infectious blindness. Efforts are underway to eliminate trachoma as a public health problem by using the "SAFE" strategy. While mathematical models are now standard tools used to support elimination efforts and there are a variety of models studying different aspects of trachoma transmission dynamics, the "F" component of the strategy corresponding to facial cleanliness has received ver ...[more]

PMID: 37352249

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Project description:BackgroundPromotion of facial cleanliness is recommended for the elimination of blinding trachoma, largely because of observational studies that have found an association between various measures of facial uncleanliness and trachoma. However, when a field grader assesses both facial cleanliness and trachoma, associations may be biased. Assessment of photographs of the face and conjunctiva by masked graders may provide a less biased estimate of the relationship between facial cleanliness and trachoma.MethodsFace photographs, conjunctival photographs, and conjunctival swabs were obtained on a random sample of 0-9-year-old children from each of 40 communities in Amhara region, Ethiopia. Face photographs were assessed for the presence of seven measures of an unclean face (i.e., wet nasal discharge, dry nasal discharge, wet ocular discharge, dry ocular discharge, food, dust/dirt, and flies) by three independent masked photo-graders. Conjunctival photographs were similarly graded in a masked fashion for signs of clinically active trachoma. Conjunctival swabs were processed for Chlamydia trachomatis DNA.ResultsOf 2073 children with complete data, 808 (39%) had evidence of clinically active trachoma, 150 (7%) had evidence of ocular chlamydia infection, and 2524 (91%) had at least one measure of an unclean face. Dry ocular discharge had the strongest association with clinically active trachoma (age- and sex-adjusted prevalence ratio [PR] 1.4, 95% CI 1.2-1.6) and ocular chlamydia infection (PR 1.9, 95%CI 1.3-2.9), although significant associations were observed between each of the measures of facial uncleanliness and trachoma.ConclusionsMasked assessment of face and conjunctival photographs confirmed prior observational studies that have noted associations between various measures of facial uncleanliness and trachoma. The causal relationship between facial uncleanliness and trachoma is unclear since many features used to measure facial cleanliness (e.g., ocular discharge, nasal discharge, and flies) could be consequences of antecedent ocular chlamydia infection.Trial registrationNCT02754583, clinicaltrials.gov.

Project description:IntroductionTrachoma is caused by the bacterium Chlamydia trachomatis (Ct). The WHO recommends the SAFE strategy for trachoma elimination: Surgery for trichiasis, Antibiotics, Facial cleanliness and Environmental improvement. Multiple rounds of SAFE implementation have proven insufficient to eliminate trachoma in Ethiopia, where over 50% of the global trachoma burden remains. More effective antibiotic treatment schedules and transmission-suppressing approaches are needed. The aim of stronger SAFE is to evaluate the impact of a novel package of interventions to strengthen the A, F and E of SAFE on the prevalence of ocular Ct and trachoma in Oromia, Ethiopia.Methods and analysis68 clusters were randomised in a 1:1:1:1 ratio to one of (1) standard A/standard F&E (standard SAFE), (2) standard A/enhanced F&E, (3) enhanced A/standard F&E or (4) enhanced A/enhanced F&E (stronger SAFE). Enhanced A includes two height-based doses of oral azithromycin (equivalent to 20 mg/kg) given as single doses 2 weeks apart, as mass drug administration, annually. Enhanced F&E includes fly control measures (permethrin-treated headwear and odour-baited traps) and face-washing hygiene behaviour change implemented at household level in selected communities. The interventions will be implemented and reinforced over 3 years.The primary outcome is the prevalence of ocular Ct by quantitative PCR in children aged 1-9 years at 36 months. A key secondary outcome is the prevalence of active (inflammatory) trachoma in the same children, assessed by validated trachoma graders and conjunctival photography. Laboratory technicians and photo-graders are masked to treatment allocation. Other important secondary analyses include process evaluations, assessment of behaviour change, fly indicators, adherence and coverage of interventions and a cost analysis.Ethics and disseminationStudy protocols have been approved by the National Research Ethics Review Committee of the Ethiopian Ministry of Science and Higher Education and the London School of Hygiene & Tropical Medicine Ethics Committee. An independent data safety and monitoring board oversees the trial. Results will be disseminated through peer-reviewed publications, presentations and reports.Trial registration numberISRCTN40760473.

Project description:BackgroundHealth promotion is essential to the SAFE strategy for trachoma elimination. Schools are a valuable venue for health promotion. However, there is little literature about the impact of health education and water infrastructure in schools on facial cleanliness and trachoma in the community. Our study aimed to describe the current state of school health promotion in Kongwa, Tanzania, and to examine the transferability of health messages from schools to the community at large.Methodology/findingsA cross-sectional survey was carried out in all 92 villages in Kongwa district, which included 85 primary schools. Data were collected on health messages and water infrastructure in the schools. A random sample of 3084 children aged 0-5 were examined for facial cleanliness in all villages. In 50 villages, a random sample of 50 children aged 1-9 per village were examined for follicular trachoma (TF). Thirty-seven (44.6%) schools had educational materials on face-washing. Fifty (60.2%) schools had a washing station. The presence of a health teacher was correlated with having posters on face washing in classrooms. The presence of face-washing materials was correlated with the availability of washing stations. Neither teachers mentioning face-washing in health curricula nor educational materials in classrooms were associated with clean faces or trachoma in the community. Having a washing station in the school was associated with lower community rates of trachoma.ConclusionsPrimary school health messages and materials on trachoma were not associated with clean faces or lower rates of trachoma in the community. The target audience for primary school health promotion is likely the students themselves, without immediate rippling effects in the community. A long-term perspective should be considered during the implementation of health promotion in schools. The goal of school health promotion should be training the next generation of parents and community health leaders in combatting trachoma.

Dataset Information

Modeling the "F" in "SAFE": The dynamic game of facial cleanliness in trachoma prevention.

Publications

Modeling the "F" in "SAFE": The dynamic game of facial cleanliness in trachoma prevention.

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