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1.
Acta Trop ; 258: 107327, 2024 Oct.
Article in English | MEDLINE | ID: mdl-39127139

ABSTRACT

BACKGROUND: Early diagnosis of urogenital schistosomiasis is key to its control and elimination. The current gold standard microscopic examination techniques lack sensitivity in detecting light Schistosomiasis infections in pre-school aged children thus it is urgent to develop diagnostic tools that may be integrated into control programs. In this study, we evaluated the diagnostic performance of urine metabolite biomarkers using a chemical reagent strip in the detection of S. haematobium infection in pre-school aged children. METHODS: A case-control study was conducted involving 82 pre-school aged children that were age and sex matched. Urine samples were collected for 3 consecutive days and were evaluated using urine filtration gold techniques as the gold standard method. The samples were simultaneously measured for metabolite biomarkers specifically haematuria, proteins, ketones, nitrites, glucose, bilirubin and urobilinogen using chemical reagent strips. Pearson correlation test was used to measure the relationship between S. haematobium infection and the urine metabolite biomarkers. RESULTS: The diagnostic performance of urine biomarkers were correlated with the microscopic examination urine filtration technique. Haematuria (r = 0.592, p = 0.0001) and proteinuria (r = 0.448, p = 0.0001) were correlated to S. haematobium infection. Negative correlations with p > 0.05 were recorded for ketones and urobilinogen. Highest sensitivity was 65.9 % (CI, 49.4 - 79.9) for haematuria whilst protein (albumin) biomarker had a lower specificity value of 43.9 % (28.5 - 60.3). Inversely, highest sensitivity was 87.8 % (73.8 - 95.9) for proteinuria whilst haematuria had a lower sensitivity value of 82.9 % (67.9 - 92.8). The positive predictive values ranged from 57.7 % (41.6 - 72.2) to 79.4 % (65.5 - 88.7) whereas negative predictive values ranged from 70.8 % (60.8 - 79.2) to 52.0 % (48.7 - 55.3). With respect to diagnostic efficiency, haematuria had a fair diagnostic performance with an area under the curve of 0.76 followed by proteinuria with proteinuria whilst the remaining metabolites fail discriminating ability with an area under the curve of <0.5. CONCLUSION: Although haematuria and protein biomarkers in urine are moderately sensitive and specific, they are important morbidity indicators of urogenital schistosomiasis in pre-school aged that may be utilised during screening in schistosomiasis control programs. We recommend comprehensive analysis of biomarkers using metabolomics techniques to identify novel urine biomarkers.


Subject(s)
Biomarkers , Rural Population , Schistosoma haematobium , Schistosomiasis haematobia , Humans , Schistosomiasis haematobia/diagnosis , Schistosomiasis haematobia/urine , Biomarkers/urine , Zimbabwe , Male , Female , Case-Control Studies , Child, Preschool , Animals , Sensitivity and Specificity , Hematuria/diagnosis , Hematuria/urine , Proteinuria/diagnosis , Proteinuria/urine , Ketones/urine , Infant , Nitrites/urine , Glucose/analysis , Urobilinogen/urine , Bilirubin/urine
2.
PLoS Negl Trop Dis ; 18(8): e0012435, 2024 Aug.
Article in English | MEDLINE | ID: mdl-39173069

ABSTRACT

BACKGROUND: This study compared the clinical sensitivity and the time-to-result of an individual testing (IT) and a cascaded pooled testing approach (CPT; a positive test result in a pooled sample triggers examination of smaller-sized pools or individual samples) for assessing the prevalence and the intensity of Schistosoma haematobium infection. We also compared the sensitivity of the CPT in detecting S. haematobium infection when deploying urine filtration microscopy (UFM) vs. urine reagent strips (URS), and testing 10 mL vs. 15 mL of urine. METHODOLOGY/PRINCIPAL FINDINGS: Between October 2021 and April 2022, S. haematobium eggs were counted in urine samples collected from school-aged children living in the Afar and Gambella Regional States of Ethiopia. Urine samples were collected at baseline (n = 1,288), and one month after administration of praziquantel (n = 118). All urine samples were processed through both an IT and a CPT approach (pools of 5, 10, 20, and 40 individual samples), deploying UFM (10 mL) and URS (10 mL). In addition, 15 mL urine was processed through the CPT deploying UFM. At baseline, the prevalence of S. haematobium infection estimated when using UFM and deploying a CPT approach was significantly lower (17.3%) compared to an IT approach (31.5%). The clinical sensitivity of the CPT in detecting S. haematobium eggs was 51.7%. The sensitivity increased significantly as a function of increasing log transformed urine egg counts (UECs) of the individual samples (OR 2.71, 95%CI 1.63 - 4.52). The sensitivity was comparable when the amount of urine examined was 10 mL (51.7%) vs. 15 ml (50.8%), and when UFM was used for testing vs. URS (51.5%). The mean log UECs estimated following the CPT approach was lower compared to the estimate by the IT (p <0.001). UECs of the individual samples estimated using the IT and CPT approaches were moderately correlated (r = 0.59 when 10 mL and 15 mL urine was examined after pooling). CPT reduced the time needed for processing urine samples and testing for S. haematobium infection by 29% with UFM and by 27.7% with URS. CONCLUSIONS/SIGNIFICANCE: CPT based on UFM and URS techniques may help to rapidly identify areas with higher prevalence of S. haematobium infection (hotspots) in a population. However, the performance of this approach in estimating the prevalence of infection may be compromised, particularly in endemic areas with low intensity infection.


Subject(s)
Praziquantel , Schistosoma haematobium , Schistosomiasis haematobia , Sensitivity and Specificity , Schistosomiasis haematobia/epidemiology , Schistosomiasis haematobia/urine , Schistosomiasis haematobia/diagnosis , Humans , Schistosoma haematobium/isolation & purification , Animals , Child , Prevalence , Ethiopia/epidemiology , Female , Male , Adolescent , Praziquantel/therapeutic use , Parasite Egg Count , Anthelmintics/therapeutic use , Anthelmintics/administration & dosage , Microscopy/methods , Urine/parasitology
3.
PLoS Negl Trop Dis ; 18(8): e0011887, 2024 Aug.
Article in English | MEDLINE | ID: mdl-39173089

ABSTRACT

INTRODUCTION: Immunoinformatic tools can be used to predict schistosome-specific B-cell epitopes with little sequence identity to human proteins and antigens other than the target. This study reports an approach for identifying schistosome peptides mimicking linear B-cell epitopes using in-silico tools and peptide microarray immunoassay validation. METHOD: Firstly, a comprehensive literature search was conducted to obtain published schistosome-specific peptides and recombinant proteins with the best overall diagnostic performances. For novel peptides, linear B-cell epitopes were predicted from target recombinant proteins using ABCpred, Bcepred and BepiPred 2.0 in-silico tools. Together with the published peptides, predicted peptides with the highest probability of being B-cell epitopes and the lowest sequence identity with proteins from human and other pathogens were selected. Antibodies against the peptides were measured in sera, using peptide microarray immunoassays. Area under the ROC curve was calculated to assess the overall diagnostic performances of the peptides. RESULTS: Peptide AA81008-19-30 had excellent and acceptable diagnostic performances for discriminating S. mansoni and S. haematobium positives from healthy controls, with AUC values of 0.8043 and 0.7326 respectively for IgG. Peptides MS3_10186-123-131, MS3_10385-339-354, SmSPI-177-193, SmSPI-379-388, MS3-10186-40-49 and SmS-197-214 had acceptable diagnostic performances for discriminating S. mansoni positives from healthy controls with AUC values ranging from 0.7098 to 0.7763 for IgG. Peptides SmSPI-359-372, Smp126160-438-452 and MS3 10186-25-41 had acceptable diagnostic performances for discriminating S. mansoni positives from S. mansoni negatives with AUC values of 0.7124, 0.7156 and 0.7115 respectively for IgG. Peptide MS3-10186-40-49 had an acceptable diagnostic performance for discriminating S. mansoni positives from healthy controls, with an AUC value of 0.7413 for IgM. CONCLUSION: One peptide with a good diagnostic performance and nine peptides with acceptable diagnostic performances were identified using the immunoinformatic approach and peptide microarray validation. There is need for evaluation of the peptides with true negatives and a good standard positive reference.


Subject(s)
Antibodies, Helminth , Antigens, Helminth , Epitopes, B-Lymphocyte , Protein Array Analysis , Schistosoma haematobium , Schistosoma mansoni , Schistosomiasis haematobia , Schistosomiasis mansoni , Schistosoma mansoni/immunology , Humans , Epitopes, B-Lymphocyte/immunology , Animals , Schistosoma haematobium/immunology , Protein Array Analysis/methods , Schistosomiasis mansoni/diagnosis , Schistosomiasis mansoni/immunology , Antibodies, Helminth/blood , Antibodies, Helminth/immunology , Antigens, Helminth/immunology , Schistosomiasis haematobia/diagnosis , Schistosomiasis haematobia/immunology , Computational Biology/methods , Peptides/immunology , Female , Male , Adolescent , Immunoglobulin G/blood , Immunoglobulin G/immunology , Adult , Computer Simulation , Young Adult , Child
4.
PLoS Negl Trop Dis ; 18(8): e0012336, 2024 Aug.
Article in English | MEDLINE | ID: mdl-39133758

ABSTRACT

BACKGROUND: The diagnosis of Female Genital Schistosomiasis (FGS) which is a clinical feature of urogenital schistosomiasis caused by Schistosoma haematobium is challenging, especially in primary healthcare facilities characterized by low resources which are dependent by the majority of the FGS endemic communities. To facilitate and improve diagnosis in these settings, a simple risk factors and symptoms tool has been developed to help healthcare workers at primary healthcare facilities identify and manage FGS cases. However, the sensitivity and specificity of the tool are not known. Therefore, the objective of this study was to assess the performance of risk factors and symptoms tools in diagnosing FGS in adolescent girls and women of reproductive age in selected villages of north-western Tanzania. METHODS: A community-based analytical cross-sectional study was conducted among 347 women aged 18-49 years in Maswa District, north-western Tanzania. A single urine sample was collected from each participant and screened for S. haematobium eggs using a urine filtration technique. Consenting participants (n = 177), underwent thorough speculum examination by trained gynaecologists using a digital portable colposcopy to capture images of the cervix and vagina. All the captured pictures were examined independently by two pairs (2 gynaecologists in each pair) of qualified obstetricians and gynaecologists. A descriptive analysis and logistic regression were used to demonstrate the prevalence, symptoms, and risk factors of FGS. RESULTS: The mean age of 347 women enrolled in the study was 30 years (Standard Deviation (SD) ±7.7) and the prevalence of women with symptoms suggestive of FGS was 15.8% (95% CI; 10.8%- 22.0) by colposcope and 87% (95% CI; 83.0%-90.4%) using the risk factor and symptom checklist. The overall sensitivity, specificity, positive and negative predictive value of symptoms and risk factors checklist tool for diagnosing FGS schistosomiasis (≥7 score points) using colposcope as a reference test were 85.7% (95%CI; 80.6%- 90.9%), 8.7% (95%CI; 4.6%-12.9%), 15.0% (95%CI; 9.7%-20.3%) and 76.5% (95%CI; 70.2%-82.7%). Multivariate analysis showed that female genital schistosomiasis using a risk factor and symptom checklist was associated with fetching water in contaminated fresh water (aOR:21.8, 95%CI;2.8-171.2, P <0.003), self-reported pelvic pain (aOR:5.3, 95%CI; 1.1-25.9, P< 0.04) and having any urinary symptoms (aOR:12.2, 95%CI; 1.5-96.3, P<0.018). Urine microscopy results were available for 345 participants, of these, 3.5% (12/345) (95% CI; 1.8%-6.0%) were positive for S. haematobium infection. CONCLUSION: Female genital schistosomiasis and urinary-related symptoms are common in the current study population. The risk factor and symptoms checklist for diagnosis of FGS achieved high sensitivity but low specificity for women who scored ≥7 points using colposcope as a reference diagnostic test. At present, the call to integrate FGS into the reproductive health services for women has received much attention, however, the diagnostic part of FGS remains a challenge, thus there is a need to continue evaluating this tool in different population and age structures in endemic areas.


Subject(s)
Schistosomiasis haematobia , Sensitivity and Specificity , Humans , Female , Tanzania/epidemiology , Adult , Adolescent , Risk Factors , Schistosomiasis haematobia/diagnosis , Schistosomiasis haematobia/epidemiology , Young Adult , Cross-Sectional Studies , Middle Aged , Surveys and Questionnaires , Schistosoma haematobium/isolation & purification , Animals , Prevalence
5.
PLoS Negl Trop Dis ; 18(8): e0012384, 2024 Aug.
Article in English | MEDLINE | ID: mdl-39141626

ABSTRACT

BACKGROUND: Urogenital schistosomiasis caused by Schistosoma haematobium is highly endemic in the municipality of Cubal in Angola. Currently, diagnosis is based on the observation of S. haematobium eggs in urine samples by microscopy but this method has low sensitivity. Few studies have been performed using molecular techniques in high-prevalence areas for the detection of S. haematobium. The objective of this study is to evaluate the usefulness of real-time PCR as a diagnostic technique for urogenital schistosomiasis among preschool-age children and its correlation with morbidity data. METHODS: A cross-sectional study was conducted in Cubal, Angola, involving 97 urine samples from preschool-age children analyzed by the dipstick test, microscopic examination of filtered urine, and real-time PCR. The diagnosis of urogenital schistosomiasis was based on microscopy and/or real-time PCR results. Clinical and ultrasonography evaluation was performed to rule out complications of schistosomiasis. RESULTS: We detected a total of 64.95% of samples positive by real-time PCR and 37.11% by microscopy. The sensitivity of parasitological diagnosis of urogenital schistosomiasis by real-time PCR and microscopy was 95.45% and 54.55%, respectively, and the sensitivity of real-time PCR compared with microscopy was 91.67%. A positive real-time PCR result was significantly related to older age (mean = 3.22 years), detection of eggs by microscopy, and abnormal urine dipstick results (18.56% with proteinuria, 31.96% with leukocyturia, and 31.96% with microhematuria) (p-value<0.05). Ultrasound analysis showed that 23.94% of children had urinary tract abnormalities, and it was significantly related to the real-time PCR diagnosis (p-value<0.05). CONCLUSIONS: Real-time PCR is a more sensitive technique than microscopy for urinary schistosomiasis diagnosis in preschool-age children in Cubal. This increase in sensitivity would allow earlier diagnosis and treatment, thus reducing the morbidity associated with schistosomiasis in its early stages.


Subject(s)
Real-Time Polymerase Chain Reaction , Schistosoma haematobium , Schistosomiasis haematobia , Sensitivity and Specificity , Humans , Angola/epidemiology , Schistosomiasis haematobia/diagnosis , Schistosomiasis haematobia/epidemiology , Schistosomiasis haematobia/urine , Child, Preschool , Cross-Sectional Studies , Real-Time Polymerase Chain Reaction/methods , Male , Female , Schistosoma haematobium/genetics , Schistosoma haematobium/isolation & purification , Animals , Prevalence , Microscopy/methods , Molecular Diagnostic Techniques/methods
6.
Parasit Vectors ; 17(1): 321, 2024 Jul 28.
Article in English | MEDLINE | ID: mdl-39068490

ABSTRACT

BACKGROUND: Urogenital schistosomiasis is caused by the parasitic trematode Schistosoma haematobium. Sensitive and specific point-of-care diagnostics are needed for elimination of this disease. Recombinase polymerase amplification (RPA) assays meet these criteria, and an assay to diagnose S. haematobium has been developed (Sh-RPA). However, false-positive results can occur, and optimisation of reaction conditions to mitigate these is needed. Ease of use and compatibility of DNA extraction methods must also be considered. METHODS: Using synthetic DNA, S. haematobium genomic DNA (gDNA), and urine samples from clinical cases, Sh-RPA reactions incorporating different betaine concentrations (0 M, 1 M, 2.5 M, 12.5 M) and the sample-to-water ratios were tested to determine effects on assay specificity and sensitivity. In addition, five commercial DNA extraction kits suitable for use in resource-limited settings were used to obtain gDNA from single S. haematobium eggs and evaluated in terms of DNA quality, quantity, and compatibility with the Sh-RPA assay. All samples were also evaluated by quantitative polymerase chain reaction (qPCR) to confirm DNA acquisition. RESULTS: The analytical sensitivity of the Sh-RPA with all betaine concentrations was ≥ 10 copies of the synthetic Dra1 standard and 0.1 pg of S. haematobium gDNA. The addition of betaine improved Sh-RPA assay specificity in all reaction conditions, and the addition of 2.5 M of betaine together with the maximal possible sample volume of 12.7 µl proved to be the optimum reaction conditions. DNA was successfully isolated from a single S. haematobium egg using all five commercial DNA extraction kits, but the Sh-RPA performance of these kits varied, with one proving to be incompatible with RPA reactions. CONCLUSIONS: The addition of 2.5 M of betaine to Sh-RPA reactions improved reaction specificity whilst having no detrimental effect on sensitivity. This increases the robustness of the assay, advancing the feasibility of using the Sh-RPA assay in resource-limited settings. The testing of commercial extraction kits proved that crude, rapid, and simple methods are sufficient for obtaining DNA from single S. haematobium eggs, and that these extracts can be used with Sh-RPA in most cases. However, the observed incompatibility of specific kits with Sh-RPA highlights the need for each stage of a molecular diagnostic platform to be robustly tested prior to implementation.


Subject(s)
Nucleic Acid Amplification Techniques , Point-of-Care Systems , Schistosoma haematobium , Schistosomiasis haematobia , Sensitivity and Specificity , Animals , Schistosoma haematobium/genetics , Schistosoma haematobium/isolation & purification , Schistosomiasis haematobia/diagnosis , Schistosomiasis haematobia/urine , Schistosomiasis haematobia/parasitology , Nucleic Acid Amplification Techniques/methods , Humans , DNA, Helminth/genetics , DNA, Helminth/isolation & purification , Recombinases/metabolism , Recombinases/genetics , Molecular Diagnostic Techniques/methods
7.
Parasit Vectors ; 17(1): 263, 2024 Jun 17.
Article in English | MEDLINE | ID: mdl-38886811

ABSTRACT

BACKGROUND: Schistosomiasis is a debilitating neglected tropical disease endemic in sub-Saharan Africa. The role of health facilities in the prevention, diagnosis, control, and elimination of schistosomiasis is poorly documented. In a setting targeted for schistosomiasis elimination in Zanzibar, we assessed the prevalence of Schistosoma haematobium among patients seeking care in a health facility and investigated schistosomiasis-related knowledge of staff, and health facilities' capacities and needs for schistosomiasis diagnosis and management. METHODS: We conducted a health facility-based mixed-method study on Pemba Island from June to August 2023. Patients aged ≥ 4 years seeking care in four health facilities were screened for S. haematobium infection using urine filtration and reagent strips. Those patients aged ≥ 10 years were additionally interviewed about signs and symptoms. Staff from 23 health facilities responded to a questionnaire assessing knowledge and practices. Ten staff participated in a focus group discussion (FGD) about capacities and needs for schistosomiasis diagnosis and management. RESULTS: The prevalence of S. haematobium infection in patients attending the health facilities, as determined by the presence of eggs in urine, was 1.1% (8/712). Microhaematuria was detected in 13.3% (95/712) of the patients using reagent strips. Among patients responding to the questionnaire, pelvic pain, pain during sex, and painful urination were reported by 38.0% (237/623), 6.3% (39/623), and 3.2% (20/623), respectively. Among the health facility staff, 90.0% (44/49) and 87.8% (43/49) identified blood in urine and pelvic pain, respectively, as symptoms of urogenital schistosomiasis, 81.6% (40/49) and 93.9% (46/49) reported collecting a urine sample and pursuing a reagent strip test, respectively, for diagnosis, and 87.8% (43/49) administered praziquantel for treatment. The most reoccurring themes in the FGD were the need for more staff training about schistosomiasis, requests for diagnostic equipment, and the need to improve community response to schistosomiasis services in health facilities. CONCLUSIONS: The prevalence of S. haematobium infection in patients seeking care in health facilities in Pemba is very low and similar to what has been reported from recent community-based cross-sectional surveys. The health facility staff had good schistosomiasis-related knowledge and practices. However, to integrate schistosomiasis patient management more durably into routine health facility activities, scalable screening pathways need to be identified and capacities need to be improved by regular staff training, and an unbroken supply of accurate point-of-care diagnostics and praziquantel for the treatment of cases.


Subject(s)
Health Facilities , Schistosoma haematobium , Schistosomiasis haematobia , Humans , Female , Male , Child , Prevalence , Schistosomiasis haematobia/diagnosis , Schistosomiasis haematobia/epidemiology , Schistosomiasis haematobia/drug therapy , Schistosomiasis haematobia/prevention & control , Adult , Schistosoma haematobium/isolation & purification , Animals , Adolescent , Disease Eradication , Young Adult , Child, Preschool , Middle Aged , Tanzania/epidemiology , Surveys and Questionnaires , Schistosomiasis/diagnosis , Schistosomiasis/epidemiology , Schistosomiasis/drug therapy , Schistosomiasis/prevention & control , Health Knowledge, Attitudes, Practice , Aged , Health Personnel
8.
Am J Trop Med Hyg ; 111(2): 387-390, 2024 Aug 07.
Article in English | MEDLINE | ID: mdl-38861962

ABSTRACT

Novel methods are required to aid the monitoring of schistosomiasis control and elimination initiatives through mass drug administration. Portable digital and mobile phone microscopy is a promising tool for this purpose. This cross-sectional study evaluated the diagnostic operating characteristics of a converted mobile phone microscope (the SchistoScope) for the detection of Schistosoma haematobium eggs, as determined by community-based field workers and expert microscopists, compared with a field gold standard of light microscopy. Three hundred sixty-five urine samples were evaluated by conventional light microscopy, with 49 (13.4%) positive for S. haematobium. Compared with light microscopy, the sensitivity and specificity of S. haematobium detection by field microscopists trained to use the SchistoScope were 26.5% (95% CI: 14.9-41.1%) and 98.4% (95% CI: 96.3-99.5%), respectively. The sensitivity and specificity of S. haematobium detection by expert microscopists using the SchistoScope was 74% (95% CI: 59.7-85.4%) and 98.1% (95% CI: 95.9-99.3%), respectively, compared with light microscopy. The sensitivity rose to 96.1% and 100% when evaluating for egg counts greater than five and 10 eggs per 10 mL, respectively. A point-of-care circulating cathodic anion (POC CCA) test was used to evaluate Schistosoma mansoni; however, there were too few positive samples to reliably comment on diagnostic characteristics. This study demonstrated that a "urine-only" approach to rapidly screen for schistosomiasis at the point of sample collection can be conducted with mobile phone microscopy (S. haematobium) coupled with POC CCA (S. mansoni). Such an approach may aid in streamlined schistosomiasis control and elimination initiatives.


Subject(s)
Antigens, Helminth , Microscopy , Schistosoma haematobium , Schistosomiasis haematobia , Humans , Animals , Schistosoma haematobium/isolation & purification , Schistosomiasis haematobia/diagnosis , Schistosomiasis haematobia/urine , Schistosomiasis haematobia/epidemiology , Microscopy/methods , Cross-Sectional Studies , Male , Female , Antigens, Helminth/urine , Adult , Adolescent , Sensitivity and Specificity , Young Adult , Child , Middle Aged , Cell Phone , Mass Screening/methods , Schistosoma mansoni/isolation & purification , Schistosomiasis mansoni/diagnosis , Schistosomiasis mansoni/urine , Schistosomiasis mansoni/epidemiology , Aged
9.
BMJ Open ; 14(6): e080395, 2024 Jun 10.
Article in English | MEDLINE | ID: mdl-38858160

ABSTRACT

INTRODUCTION: Multiplathogen home-based self-sampling offers an opportunity to increase access to screening and treatment in endemic settings with high coinfection prevalence of sexually transmitted (HIV, Trichomonas vaginalis (Tv), human papillomavirus (HPV)) and non-sexually transmitted pathogens (Schistosoma haematobium (Sh)). Chronic coinfections may lead to disability (female genital schistosomiasis) and death (cervical cancer). The Zipime-Weka-Schista (Do self-testing sister!) study aims to evaluate the validity, acceptability, uptake, impact and cost-effectiveness of multipathogen self-sampling for genital infections among women in Zambia. METHODS AND ANALYSIS: This is a longitudinal cohort study aiming to enrol 2500 non-pregnant, sexually active and non-menstruating women aged 15-50 years from two districts in Zambia with 2-year follow-up. During home visits, community health workers offer HIV and Tv self-testing and cervicovaginal self-swabs for (1) HPV by GeneXpert and, (2) Sh DNA detection by conventional (PCR)and isothermal (recombinase polymerase assay) molecular methods. Schistosoma ova and circulating anodic antigen are detected in urine. At a clinic follow-up, midwives perform the same procedures and obtain hand-held colposcopic images. High-risk HPV positive women are referred for a two-quadrant cervical biopsy according to age and HIV status. A cost-effectiveness analysis is conducted in parallel. ETHICS AND DISSEMINATION: The University of Zambia Biomedical Research Ethics Committee (UNZABREC) (reference: 1858-2021), the London School of Hygiene and Tropical Medicine (reference: 25258), Ministry of Health and local superintendents approved the study in September 2021.Written informed consent was obtained from all participants prior to enrolment. Identifiable data collected are stored securely and their confidentiality is protected in accordance with the Data Protection Act 1998.


Subject(s)
Cost-Benefit Analysis , HIV Infections , Mass Screening , Papillomavirus Infections , Humans , Female , Zambia/epidemiology , Longitudinal Studies , Adult , Adolescent , Young Adult , Middle Aged , Papillomavirus Infections/diagnosis , Papillomavirus Infections/epidemiology , HIV Infections/diagnosis , HIV Infections/epidemiology , Mass Screening/methods , Mass Screening/economics , Coinfection/diagnosis , Self-Testing , Animals , Schistosomiasis haematobia/diagnosis , Schistosomiasis haematobia/epidemiology , Trichomonas Vaginitis/diagnosis , Trichomonas Vaginitis/epidemiology , Trichomonas vaginalis/isolation & purification , Uterine Cervical Neoplasms/diagnosis , Uterine Cervical Neoplasms/virology , Human Papillomavirus Viruses
10.
Am J Trop Med Hyg ; 111(1): 73-79, 2024 Jul 03.
Article in English | MEDLINE | ID: mdl-38772355

ABSTRACT

The World Health Organization (WHO) 2030 Roadmap aims to eliminate schistosomiasis as a public health issue, targeting reductions in the heavy intensity of infections. Previous studies, however, have predominantly used prevalence as the primary indicator of schistosomiasis. We introduce several machine learning (ML) algorithms to predict infection intensity categories, using morbidity prevalence, with the aim of assessing the elimination of schistosomiasis in Africa, as outlined by the WHO. We obtained morbidity prevalence and infection intensity data from the Expanded Special Project to Eliminate Neglected Tropical Diseases, which spans 12 countries in sub-Saharan Africa. We then used a series of ML algorithms to predict the prevalence of infection intensity categories for Schistosoma haematobium and Schistosoma mansoni, with morbidity prevalence and several relevant environmental and demographic covariates from remote-sensing sources. The optimal model had high accuracy and stability; it achieved a mean absolute error (MAE) of 0.02, a root mean square error (RMSE) of 0.05, and a coefficient of determination (R2) of 0.84 in predicting heavy-intensity prevalence for S. mansoni; and an MAE of 0.02, an RMSE of 0.04, and an R2 value of 0.81 for S. haematobium. Based on this optimal model, we found that most areas in the surveyed countries have not achieved the target of the WHO road map for 2030. The ML algorithms used in our analysis showed a high overall predictive power in estimating infection intensity for each species, and our methods provided a low-cost, effective approach to evaluating the disease target in Africa set in the WHO road map for 2030.


Subject(s)
Machine Learning , Schistosoma haematobium , Schistosoma mansoni , Schistosomiasis mansoni , World Health Organization , Humans , Prevalence , Animals , Schistosomiasis mansoni/epidemiology , Schistosomiasis mansoni/prevention & control , Schistosomiasis mansoni/diagnosis , Schistosoma mansoni/isolation & purification , Africa South of the Sahara/epidemiology , Schistosomiasis haematobia/epidemiology , Schistosomiasis haematobia/prevention & control , Schistosomiasis haematobia/diagnosis , Algorithms , Schistosomiasis/epidemiology , Schistosomiasis/prevention & control , Schistosomiasis/diagnosis , Africa/epidemiology
11.
PLoS One ; 19(5): e0302554, 2024.
Article in English | MEDLINE | ID: mdl-38696499

ABSTRACT

BACKGROUND: Female genital schistosomiasis (FGS) is a gynaecological complication of urinary schistosomiasis (US) with an estimated burden of 20-120 million cases in endemic areas. A neglected sexual and reproductive health disease in sub-Saharan Africa, FGS increases susceptibility to sexually transmitted infections including cervical cancer and infertility among other morbidities. However, there appears to be limited FGS knowledge among practicing and pre-service health providers with implications for control. We assessed FGS awareness among final-year midwifery students who would soon be delivering primary maternal and reproductive health care. METHODS: A cross-sectional study was conducted among 193 randomly selected final-year students from all three midwifery training institutions in the Volta region of Ghana in August/September, 2022. Data on participants' demographics and knowledge of the transmission, signs and symptoms, complications, treatment and prevention of both FGS and US were collected using structured questionnaires. Summary statistics were presented as frequencies, proportions and percentages. RESULTS: Only 23.3% (44/189) of participants had heard about FGS compared to 64% (123/192) for US. Of the former, 42 (95%), 40 (91%) and 36 (81.8%) respectively identified genital itching/burning sensation, bloody vaginal discharge and pelvic pain/pain during intercourse as part of the symptoms of FGS. Less than a third (13/44) and about half (25/44) of those who indicated hearing about FGS knew it can be a risk for ectopic pregnancies and infertility respectively. Majority of these participants, 40 (91%), wrongly selected antibiotics as treatment for FGS while 9 indicated it is prevented by sleeping in insecticide-treated nets. CONCLUSION: Awareness of FGS was limited among the study participants. The high prevalence of knowledge of some FGS symptoms related to the genitalia needs cautious interpretation. Health care training institutions must make deliberate efforts to highlight FGS in the training of midwives as the condition has diagnostic and management implications for some sexual and reproductive health conditions.


Subject(s)
Clinical Competence , Genital Diseases, Female , Midwifery , Neglected Diseases , Schistosomiasis haematobia , Students, Nursing , Adolescent , Adult , Female , Young Adult , Cross-Sectional Studies , Genital Diseases, Female/diagnosis , Genital Diseases, Female/parasitology , Ghana , Neglected Diseases/diagnosis , Neglected Diseases/parasitology , Schistosomiasis haematobia/complications , Schistosomiasis haematobia/diagnosis , Humans
12.
Acta Parasitol ; 69(2): 1267-1274, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38753102

ABSTRACT

PURPOSE: This study aimed to develop and evaluate a lateral flow card for the detection of active Schistosoma haematobium infection. METHODS: In order to prepare the immunochromatography lateral flow strip (ICLFS), antibodies purified from schistosomiasis were conjugated passively with gold nanoparticles using a potassium carbonate buffer. RESULTS: The novel ICLFS was able to correctly identify 64 out of 67 samples of schistosomiasis, 6 out of 90 samples of other parasites, and 0 out of 27 control samples. Sensitivity, specificity, negative predictive value (NPV), and positive predictive value (PPV) were 95.5%, 93.3%, 90%, and 91.4% respectively. Comparatively, the sensitivity, specificity, NPV, and PPV of sandwich enzyme-linked immunosorbent assays (ELISA) conjugated with gold nanoparticles (AuNPs) were 91.1%, 88.8%, 85.9%, and 84.4% respectively. The increased sensitivity and specificity of ICLFS produced superior results to those of sandwich ELISA. CONCLUSION: In conclusion, ICLFS is more beneficial and precise than sandwich ELISA for detection of S. haematobium infection at early stage.


Subject(s)
Antigens, Helminth , Chromatography, Affinity , Gold , Metal Nanoparticles , Schistosoma haematobium , Schistosomiasis haematobia , Sensitivity and Specificity , Gold/chemistry , Humans , Schistosoma haematobium/immunology , Metal Nanoparticles/chemistry , Animals , Schistosomiasis haematobia/diagnosis , Chromatography, Affinity/methods , Enzyme-Linked Immunosorbent Assay/methods , Antibodies, Helminth/blood , Reagent Strips
13.
BMC Public Health ; 24(1): 952, 2024 Apr 02.
Article in English | MEDLINE | ID: mdl-38566137

ABSTRACT

BACKGROUND: Urogenital schistosomiasis (UgS) remains a persistent health challenge among adolescents in Anambra State, Nigeria, despite ongoing control efforts. Mass praziquantel treatment programs, initiated in 2013, primarily target primary school-aged children (5-14 years old), leaving adolescents (10-19 years old) enrolled in secondary schools vulnerable to urogenital schistosomiaisis. Additionally, the extent of female genital schistosomiasis (FGS), a neglected gynaecological manifestation of UgS remains unclear. METHODOLOGY: To address these gaps, a cross-sectional study was conducted in Anaocha Local Government Area from February to May 2023. Four hundred and seventy consenting adolescents aged 10-19 years were enrolled. Urinalysis including urine filtration was employed to confirm haematuria and detect urogenital schistosomiasis (UGS) among the participants. For females with heavy infections (≥ 50 eggs/10 ml urine), a gynaecologist performed colposcopy examinations, complemented by acetic acid and Lugol's iodine staining to assess for female genital schistosomiasis (FGS) lesions or other related reproductive health conditions. Socio-demographic data, including information on potential risk factors, were systematically collected using the Kobo ToolBox software, following gender-sensitive data collection guidelines. Data were analysed using SPSS version 25, incorporating descriptive statistics, multinomial logistic regression, odds ratios, and significance testing. RESULTS: Among the 470 adolescents (52.8% females, 47.2% males) examined, an overall UgS prevalence of 14.5% was observed, with an average of 5.25 eggs per 10 ml of urine. Females had a slightly higher prevalence (16.1%), and 7.5% had heavy infections. Although gender differences in infection rates were not statistically significant, males had slightly higher odds of infection (OR: 1.332; 95% CI: 0.791-2.244; p-value: 0.280). Adolescents aged 10-14 had the highest prevalence, with significantly increased odds of infection (OR: 1.720; 95% CI: 1.012-2.923; p-value: 0.045). Colposcopy examinations of females with heavy infections revealed FGS lesions and co-infections with Trichomonas vaginalis. Haematuria, though prevalent (24.6%), was not the sole indicator, as those without it faced significantly higher odds of infection (OR: 2.924; 95% CI: 1.731-4.941; p-value: 0.000). Dysuria and genital itching/burning sensation were other UgS and FGS associated symptoms. Direct water contact was associated with higher infection odds (OR: 2.601; 95% CI: 1.007-6.716; p-value: 0.048). Various risk factors were associated with UgS. CONCLUSION: The study highlights the need for a comprehensive Urogenital Schistosomiasis (UGS) control strategy that includes secondary school adolescents, emphasizes risk factor management, promotes safe water practices, and raises awareness about UGS and Female Genital Schistosomiasis (FGS) among adolescents, thus improving control efforts and mitigating this health challenge in the region.


Subject(s)
Schistosomiasis haematobia , Male , Child , Humans , Female , Adolescent , Child, Preschool , Young Adult , Adult , Animals , Schistosomiasis haematobia/diagnosis , Schistosomiasis haematobia/epidemiology , Cross-Sectional Studies , Hematuria/epidemiology , Nigeria/epidemiology , Genitalia, Female , Prevalence , Water , Schistosoma haematobium
14.
PLoS Negl Trop Dis ; 18(3): e0011954, 2024 Mar.
Article in English | MEDLINE | ID: mdl-38466660

ABSTRACT

Schistosoma haematobium, the parasite that causes urogenital schistosomiasis, is widely prevalent in Tanzania. In addition to well-known effects on the urinary tract, S. haematobium also causes clinically- evident damage to the reproductive tract in approximately half of infected women, which is known as female genital schistosomiasis (FGS). FGS has major gynecologic and social consequences on women's reproductive health, yet little information is available regarding FGS in Tanzania. To cover that gap, we conducted the present scoping review to examine the epidemiology of FGS in Tanzania (both in the mainland and Zanzibar island) and to make recommendations for future work in this area. The available evidence from community-based and hospital-based retrospective studies indicates that FGS is a significant health problem in the country. Very few community-based studies have been reported from mainland Tanzania, and Zanzibar. Our review highlights the scarcity of efforts to address FGS in Tanzania and the need for additional community-based studies. The studies will help us understand the true burden of the disease nationwide, to assess the impact of praziquantel on FGS lesions, and to address social and mental health in relation to FGS. This review emphasizes integration of delivery of FGS related services in primary health care systems through the reproductive health clinics which covers sexually transmitted infections, HIV and cervical cancer screening. These actions are essential if this neglected gynecological disease is to be addressed in Tanzania.


Subject(s)
Genital Diseases, Female , Schistosomiasis haematobia , Uterine Cervical Neoplasms , Animals , Female , Humans , Tanzania/epidemiology , Public Health , Retrospective Studies , Early Detection of Cancer , Genitalia, Female/parasitology , Schistosomiasis haematobia/drug therapy , Schistosomiasis haematobia/epidemiology , Schistosomiasis haematobia/diagnosis , Schistosoma haematobium , Genital Diseases, Female/parasitology
15.
PLoS Negl Trop Dis ; 18(3): e0011798, 2024 Mar.
Article in English | MEDLINE | ID: mdl-38536861

ABSTRACT

OBJECTIVE: Female Genital Schistosomiasis (FGS) causes intravaginal lesions and symptoms that could be mistaken for sexually transmitted diseases or cancer. In adults, FGS lesions [grainy sandy patches (GSP), homogenous yellow patches (HYP), abnormal blood vessels and rubbery papules] are refractory to treatment. The effect of treatment has never been explored in young women; it is unclear if gynaecological investigation will be possible in this young age group (16-23 years). We explored the predictors for accepting anti-schistosomal treatment and/or gynaecological reinvestigation in young women, and the effects of anti-schistosomal mass-treatment (praziquantel) on the clinical manifestations of FGS at an adolescent age. METHOD: The study was conducted between 2011 and 2013 in randomly selected, rural, high schools in Ilembe, uThungulu and Ugu Districts, KwaZulu-Natal Province, East Coast of South Africa. At baseline, gynaecological investigations were conducted in female learners in grades 8 to 12, aged 16-23 years (n = 2293). Mass-treatment was offered in the low-transmission season between May and August (a few in September, n = 48), in accordance with WHO recommendations. Reinvestigation was offered after a median of 9 months (range 5-14 months). Univariate, multivariable and logistic regression analysis were used to measure the association between variables. RESULTS: Prevalence: Of the 2293 learners who came for baseline gynaecological investigations, 1045 (46%) had FGS lesions and/or schistosomiasis, 209/1045 (20%) had GSP; 208/1045 (20%) HYP; 772/1045 (74%) had abnormal blood vessels; and 404/1045 (39%) were urine positive. Overall participation rate for mass treatment and gynaecological investigation: Only 26% (587/2293) learners participated in the mass treatment and 17% (401/2293) participated in the follow up gynaecological reinvestigations. Loss to follow-up among those with FGS: More than 70% of learners with FGS lesions at baseline were lost to follow-up for gynaecological investigations: 156/209 (75%) GSP; 154/208 (74%) HYP; 539/722 (75%) abnormal blood vessels; 238/404 (59%) urine positive. The grade 12 pupil had left school and did not participate in the reinvestigations (n = 375; 16%). Follow-up findings: Amongst those with lesions who came for both treatment and reinvestigation, 12/19 still had GSP, 8/28 had HYP, and 54/90 had abnormal blood vessels. Only 3/55 remained positive for S. haematobium ova. Factors influencing treatment and follow-up gynaecological investigation: HIV, current water contact, water contact as a toddler and urinary schistosomiasis influenced participation in mass treatment. Grainy sandy patches, abnormal blood vessels, HYP, previous pregnancy, current water contact, water contact as a toddler and father present in the family were strongly associated with coming back for follow-up gynaecological investigation. Challenges in sample size for follow-up analysis of the effect of treatment: The low mass treatment uptake and loss to follow up among those who had baseline FGS reduced the chances of a larger sample size at follow up investigation. However, multivariable analysis showed that treatment had effect on the abnormal blood vessels (adjusted odds ratio = 2.1, 95% CI 1.1-3.9 and p = 0.018). CONCLUSION: Compliance to treatment and gynaecological reinvestigation was very low. There is need to embark on large scale awareness and advocacy in schools and communities before implementing mass-treatment and investigation studies. Despite challenges in sample size and significant loss to follow-up, limiting the ability to fully understand the treatment's effect, multivariable analysis demonstrated a significant treatment effect on abnormal blood vessels.


Subject(s)
Genital Diseases, Female , Schistosomiasis haematobia , Adult , Pregnancy , Animals , Female , Adolescent , Humans , Praziquantel/therapeutic use , South Africa , Schistosoma haematobium , Schistosomiasis haematobia/drug therapy , Schistosomiasis haematobia/epidemiology , Schistosomiasis haematobia/diagnosis , Genitalia, Female , Water
16.
Parasitol Int ; 101: 102878, 2024 Aug.
Article in English | MEDLINE | ID: mdl-38452972

ABSTRACT

OBJECTIVE: A case description of a rare occurrence of female genital schistosomiasis affecting the upper genital tract that presented with features mimicking an ovarian neoplasm. CASE REPORT: Female genital schistosomiasis is a neglected clinical manifestation of the water-born parasitic disease which occurs due to the presence of schistosome eggs in the genitalia of women. A 23-year-old nulliparous woman presented with progressive abdominal distension. An abdominopelvic CT scan revealed a multilobulated right adnexal mass with gross ascites. Diagnosis of schistosomiasis was made by histology of biopsied specimens following laparotomy. Cervical colposcopic findings were consistent with female genital schistosomiasis. She was successfully treated with praziquantel. CONCLUSION: Female genital schistosomiasis of the upper genital tract can mimic an ovarian malignancy. Hence there is a need for its consideration as a differential diagnosis in patients with non-classical presentations of pelvic tumours in schistosomiasis-endemic areas.


Subject(s)
Ovarian Neoplasms , Praziquantel , Female , Humans , Ovarian Neoplasms/diagnosis , Ovarian Neoplasms/pathology , Ovarian Neoplasms/drug therapy , Praziquantel/therapeutic use , Diagnosis, Differential , Young Adult , Anthelmintics/therapeutic use , Schistosomiasis haematobia/diagnosis , Schistosomiasis haematobia/drug therapy , Schistosomiasis/diagnosis , Schistosomiasis/drug therapy , Animals
17.
Lancet Microbe ; 5(4): e366-e378, 2024 Apr.
Article in English | MEDLINE | ID: mdl-38467130

ABSTRACT

BACKGROUND: Accurate diagnosis is pivotal for implementing strategies for surveillance, control, and elimination of schistosomiasis. Despite their low sensitivity in low-endemicity areas, microscopy-based urine filtration and the Kato-Katz technique are considered as reference diagnostic tests for Schistosoma haematobium and Schistosoma mansoni infections, respectively. We aimed to collate all available evidence on the accuracy of other proposed diagnostic techniques. METHODS: In this systematic review and meta-analysis, we searched PubMed, Embase, the Cochrane Library, and LILACS for studies published from database inception to Dec 31, 2022, investigating the sensitivity and specificity of diagnostic tests for S haematobium and S mansoni infections against Kato-Katz thick smears or urine microscopy (reference tests) involving adults (aged ≥18 years), school-aged children (aged 7 to 18 years), or preschool-aged children (aged 1 month to 7 years). We extracted raw data on true positives, true negatives, false positives, and false negatives for the diagnostic tests and data on the number of participants, study authors, publication year, journal, study design, participants' age and sex, prevalence of Schistosoma infection, and treatment status. To account for imperfect reference tests, we used a hierarchical Bayesian latent class meta-analysis to model test accuracy. FINDINGS: Overall, we included 121 studies, assessing 28 different diagnostic techniques. Most studies (103 [85%] of 121) were done in Africa, 14 (12%) in South America, one (1%) in Asia, and one (1%) in an unknown country. Compared with the reference test, Kato-Katz thick smears, circulating cathodic antigen urine cassette assay version 1 (CCA1, 36 test comparisons) had excellent sensitivity (95% [95% credible interval 88-99]) and reasonable specificity (74% [63-83]) for S mansoni. ELISA-based tests had a performance comparable to circulating cathodic antigen, but there were few available test comparisons. For S haematobium, proteinuria (42 test comparisons, sensitivity 73% [62-82]; specificity 94% [89-98]) and haematuria (75 test comparisons, sensitivity 85% [80-90]; specificity 96% [92-99]) reagent strips showed high specificity, with haematuria reagent strips having better sensitivity. Despite limited data, nucleic acid amplification tests (NAATs; eg, PCR or loop-mediated isothermal amplification [LAMP]) showed promising results with sensitivity estimates above 90%. We found an unclear risk of bias of about 70% in the use of the reference or index tests and of 50% in patient selection. All analyses showed substantial heterogeneity (I2>80%). INTERPRETATION: Although NAATs and immunological diagnostics show promise, the limited information available precludes drawing definitive conclusions. Additional research on diagnostic accuracy and cost-effectiveness is needed before the replacement of conventional tests can be considered. FUNDING: WHO and Luxembourg Institute of Health.


Subject(s)
Diagnostic Tests, Routine , Schistosoma haematobium , Schistosoma mansoni , Schistosomiasis haematobia , Schistosomiasis mansoni , Sensitivity and Specificity , Humans , Schistosomiasis haematobia/diagnosis , Schistosomiasis haematobia/urine , Schistosomiasis haematobia/epidemiology , Schistosoma haematobium/immunology , Schistosoma haematobium/isolation & purification , Animals , Schistosoma mansoni/immunology , Schistosoma mansoni/isolation & purification , Child , Adolescent , Schistosomiasis mansoni/diagnosis , Schistosomiasis mansoni/urine , Schistosomiasis mansoni/epidemiology , Diagnostic Tests, Routine/methods , Child, Preschool , Female , Male , Adult , Infant
19.
PLoS Negl Trop Dis ; 18(2): e0011967, 2024 Feb.
Article in English | MEDLINE | ID: mdl-38394298

ABSTRACT

INTRODUCTION: Schistosomiasis is a significant public health concern, especially in Sub-Saharan Africa. Conventional microscopy is the standard diagnostic method in resource-limited settings, but with limitations, such as the need for expert microscopists. An automated digital microscope with artificial intelligence (Schistoscope), offers a potential solution. This field study aimed to validate the diagnostic performance of the Schistoscope for detecting and quantifying Schistosoma haematobium eggs in urine compared to conventional microscopy and to a composite reference standard (CRS) consisting of real-time PCR and the up-converting particle (UCP) lateral flow (LF) test for the detection of schistosome circulating anodic antigen (CAA). METHODS: Based on a non-inferiority concept, the Schistoscope was evaluated in two parts: study A, consisting of 339 freshly collected urine samples and study B, consisting of 798 fresh urine samples that were also banked as slides for analysis with the Schistoscope. In both studies, the Schistoscope, conventional microscopy, real-time PCR and UCP-LF CAA were performed and samples with all the diagnostic test results were included in the analysis. All diagnostic procedures were performed in a laboratory located in a rural area of Gabon, endemic for S. haematobium. RESULTS: In study A and B, the Schistoscope demonstrated a sensitivity of 83.1% and 96.3% compared to conventional microscopy, and 62.9% and 78.0% compared to the CRS. The sensitivity of conventional microscopy in study A and B compared to the CRS was 61.9% and 75.2%, respectively, comparable to the Schistoscope. The specificity of the Schistoscope in study A (78.8%) was significantly lower than that of conventional microscopy (96.4%) based on the CRS but comparable in study B (90.9% and 98.0%, respectively). CONCLUSION: Overall, the performance of the Schistoscope was non-inferior to conventional microscopy with a comparable sensitivity, although the specificity varied. The Schistoscope shows promising diagnostic accuracy, particularly for samples with moderate to higher infection intensities as well as for banked sample slides, highlighting the potential for retrospective analysis in resource-limited settings. TRIAL REGISTRATION: NCT04505046 ClinicalTrials.gov.


Subject(s)
Artificial Intelligence , Microscopy , Schistosoma haematobium , Schistosomiasis haematobia , Gabon , Microscopy/methods , Retrospective Studies , Schistosomiasis haematobia/diagnosis , Schistosomiasis haematobia/urine , Sensitivity and Specificity , Humans
20.
J Microsc ; 294(1): 52-61, 2024 Apr.
Article in English | MEDLINE | ID: mdl-38291833

ABSTRACT

Traditionally, automated slide scanning involves capturing a rectangular grid of field-of-view (FoV) images which can be stitched together to create whole slide images, while the autofocusing algorithm captures a focal stack of images to determine the best in-focus image. However, these methods can be time-consuming due to the need for X-, Y- and Z-axis movements of the digital microscope while capturing multiple FoV images. In this paper, we propose a solution to minimise these redundancies by presenting an optimal procedure for automated slide scanning of circular membrane filters on a glass slide. We achieve this by following an optimal path in the sample plane, ensuring that only FoVs overlapping the filter membrane are captured. To capture the best in-focus FoV image, we utilise a hill-climbing approach that tracks the peak of the mean of Gaussian gradient of the captured FoVs images along the Z-axis. We implemented this procedure to optimise the efficiency of the Schistoscope, an automated digital microscope developed to diagnose urogenital schistosomiasis by imaging Schistosoma haematobium eggs on 13 or 25 mm membrane filters. Our improved method reduces the automated slide scanning time by 63.18% and 72.52% for the respective filter sizes. This advancement greatly supports the practicality of the Schistoscope in large-scale schistosomiasis monitoring and evaluation programs in endemic regions. This will save time, resources and also accelerate generation of data that is critical in achieving the targets for schistosomiasis elimination.


Subject(s)
Microscopy , Schistosomiasis haematobia , Humans , Microscopy/methods , Schistosomiasis haematobia/diagnosis , Image Processing, Computer-Assisted/methods , Algorithms
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