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1.
Clin Infect Dis ; 78(Supplement_2): S131-S137, 2024 Apr 25.
Article in English | MEDLINE | ID: mdl-38662696

ABSTRACT

Mass drug administration (MDA) of antifilarial drugs is the main strategy for the elimination of lymphatic filariasis (LF). Recent clinical trials indicated that the triple-drug therapy with ivermectin, diethylcarbamazine, and albendazole (IDA) is much more effective against LF than the widely used two-drug combinations (albendazole plus either ivermectin or diethylcarbamazine). For IDA-based MDA, the stop-MDA decision is made based on microfilariae (mf) prevalence in adults. In this study, we assess how the probability of eventually reaching elimination of transmission depends on the critical threshold used in transmission assessment surveys (TAS-es) to define whether transmission was successfully suppressed and triple-drug MDA can be stopped. This analysis focuses on treatment-naive Indian settings. We do this for a range of epidemiological and programmatic contexts, using the established LYMFASIM model for transmission and control of LF. Based on our simulations, a single TAS, one year after the last MDA round, provides limited predictive value of having achieved suppressed transmission, while a higher MDA coverage increases elimination probability, thus leading to a higher predictive value. Every additional TAS, conditional on previous TAS-es being passed with the same threshold, further improves the predictive value for low values of stop-MDA thresholds. An mf prevalence threshold of 0.5% corresponding to TAS-3 results in ≥95% predictive value even when the MDA coverage is relatively low.


Subject(s)
Albendazole , Diethylcarbamazine , Drug Therapy, Combination , Elephantiasis, Filarial , Filaricides , Ivermectin , Mass Drug Administration , Microfilariae , Elephantiasis, Filarial/drug therapy , Elephantiasis, Filarial/epidemiology , Elephantiasis, Filarial/prevention & control , Humans , Albendazole/therapeutic use , Albendazole/administration & dosage , Filaricides/therapeutic use , Diethylcarbamazine/therapeutic use , Diethylcarbamazine/administration & dosage , Ivermectin/therapeutic use , Ivermectin/administration & dosage , Animals , India/epidemiology , Microfilariae/drug effects , Adult , Prevalence
2.
Clin Infect Dis ; 78(Supplement_2): S153-S159, 2024 Apr 25.
Article in English | MEDLINE | ID: mdl-38662699

ABSTRACT

BACKGROUND: Control of schistosomiasis (SCH) relies on the regular distribution of preventive chemotherapy (PC) over many years. For the sake of sustainable SCH control, a decision must be made at some stage to scale down or stop PC. These "stopping decisions" are based on population surveys that assess whether infection levels are sufficiently low. However, the limited sensitivity of the currently used diagnostic (Kato-Katz [KK]) to detect low-intensity infections is a concern. Therefore, the use of new, more sensitive, molecular diagnostics has been proposed. METHODS: Through statistical analysis of Schistosoma mansoni egg counts collected from Burundi and a simulation study using an established transmission model for schistosomiasis, we investigated the extent to which more sensitive diagnostics can improve decision making regarding stopping or continuing PC for the control of S. mansoni. RESULTS: We found that KK-based strategies perform reasonably well for determining when to stop PC at a local scale. Use of more sensitive diagnostics leads to a marginally improved health impact (person-years lived with heavy infection) and comes at a cost of continuing PC for longer (up to around 3 years), unless the decision threshold for stopping PC is adapted upward. However, if this threshold is set too high, PC may be stopped prematurely, resulting in a rebound of infection levels and disease burden (+45% person-years of heavy infection). CONCLUSIONS: We conclude that the potential value of more sensitive diagnostics lies more in the reduction of survey-related costs than in the direct health impact of improved parasite control.


Subject(s)
Cost-Benefit Analysis , Parasite Egg Count , Schistosoma mansoni , Schistosomiasis mansoni , Humans , Animals , Schistosoma mansoni/isolation & purification , Schistosomiasis mansoni/diagnosis , Schistosomiasis mansoni/prevention & control , Schistosomiasis mansoni/drug therapy , Schistosomiasis mansoni/epidemiology , Anthelmintics/therapeutic use , Anthelmintics/economics , Female , Male , Schistosomiasis/diagnosis , Schistosomiasis/prevention & control , Schistosomiasis/drug therapy , Schistosomiasis/epidemiology , Adult , Adolescent , Child , Chemoprevention/economics , Chemoprevention/methods , Young Adult , Sensitivity and Specificity
3.
Clin Infect Dis ; 78(Supplement_2): S126-S130, 2024 Apr 25.
Article in English | MEDLINE | ID: mdl-38662698

ABSTRACT

BACKGROUND: The 2030 target for schistosomiasis is elimination as a public health problem (EPHP), achieved when the prevalence of heavy-intensity infection among school-aged children (SAC) reduces to <1%. To achieve this, the new World Health Organization guidelines recommend a broader target of population to include pre-SAC and adults. However, the probability of achieving EPHP should be expected to depend on patterns in repeated uptake of mass drug administration by individuals. METHODS: We employed 2 individual-based stochastic models to evaluate the impact of school-based and community-wide treatment and calculated the number of rounds required to achieve EPHP for Schistosoma mansoni by considering various levels of the population never treated (NT). We also considered 2 age-intensity profiles, corresponding to a low and high burden of infection in adults. RESULTS: The number of rounds needed to achieve this target depends on the baseline prevalence and the coverage used. For low- and moderate-transmission areas, EPHP can be achieved within 7 years if NT ≤10% and NT <5%, respectively. In high-transmission areas, community-wide treatment with NT <1% is required to achieve EPHP. CONCLUSIONS: The higher the intensity of transmission, and the lower the treatment coverage, the lower the acceptable value of NT becomes. Using more efficacious treatment regimens would permit NT values to be marginally higher. A balance between target treatment coverage and NT values may be an adequate treatment strategy depending on the epidemiological setting, but striving to increase coverage and/or minimize NT can shorten program duration.


Subject(s)
Disease Eradication , Schistosoma mansoni , Schistosomiasis mansoni , Humans , Schistosomiasis mansoni/epidemiology , Schistosomiasis mansoni/drug therapy , Schistosomiasis mansoni/prevention & control , Child , Animals , Adolescent , Schistosoma mansoni/drug effects , Adult , Prevalence , Mass Drug Administration , Public Health , Young Adult , Child, Preschool , Anthelmintics/therapeutic use , Anthelmintics/administration & dosage , Male , Female , Middle Aged
4.
Clin Infect Dis ; 78(Supplement_2): S146-S152, 2024 Apr 25.
Article in English | MEDLINE | ID: mdl-38662703

ABSTRACT

Globally, there are over 1 billion people infected with soil-transmitted helminths (STHs), mostly living in marginalized settings with inadequate sanitation in sub-Saharan Africa and Southeast Asia. The World Health Organization recommends an integrated approach to STH morbidity control through improved access to sanitation and hygiene education and the delivery of preventive chemotherapy (PC) to school-age children delivered through schools. Progress of STH control programs is currently estimated using a baseline (pre-PC) school-based prevalence survey and then monitored using periodical school-based prevalence surveys, known as Impact Assessment Surveys (IAS). We investigated whether integrating geostatistical methods with a Markov model or a mechanistic transmission model for projecting prevalence forward in time from baseline can improve IAS design strategies. To do this, we applied these 2 methods to prevalence data collected in Kenya, before evaluating and comparing their performance in accurately informing optimal survey design for a range of IAS sampling designs. We found that, although both approaches performed well, the mechanistic method more accurately projected prevalence over time and provided more accurate information for guiding survey design. Both methods performed less well in areas with persistent STH hotspots where prevalence did not decrease despite multiple rounds of PC. Our findings show that these methods can be useful tools for more efficient and accurate targeting of PC. The general framework built in this paper can also be used for projecting prevalence and informing survey design for other neglected tropical diseases.


Subject(s)
Helminthiasis , Markov Chains , Soil , Humans , Helminthiasis/epidemiology , Helminthiasis/transmission , Prevalence , Kenya/epidemiology , Soil/parasitology , Child , Helminths/isolation & purification , Animals , Models, Statistical , Adolescent , Schools
5.
Clin Infect Dis ; 78(Supplement_2): S93-S100, 2024 Apr 25.
Article in English | MEDLINE | ID: mdl-38662701

ABSTRACT

BACKGROUND: Mass drug administration (MDA) is the cornerstone for the elimination of lymphatic filariasis (LF). The proportion of the population that is never treated (NT) is a crucial determinant of whether this goal is achieved within reasonable time frames. METHODS: Using 2 individual-based stochastic LF transmission models, we assess the maximum permissible level of NT for which the 1% microfilaremia (mf) prevalence threshold can be achieved (with 90% probability) within 10 years under different scenarios of annual MDA coverage, drug combination and transmission setting. RESULTS: For Anopheles-transmission settings, we find that treating 80% of the eligible population annually with ivermectin + albendazole (IA) can achieve the 1% mf prevalence threshold within 10 years of annual treatment when baseline mf prevalence is 10%, as long as NT <10%. Higher proportions of NT are acceptable when more efficacious treatment regimens are used. For Culex-transmission settings with a low (5%) baseline mf prevalence and diethylcarbamazine + albendazole (DA) or ivermectin + diethylcarbamazine + albendazole (IDA) treatment, elimination can be reached if treatment coverage among eligibles is 80% or higher. For 10% baseline mf prevalence, the target can be achieved when the annual coverage is 80% and NT ≤15%. Higher infection prevalence or levels of NT would make achieving the target more difficult. CONCLUSIONS: The proportion of people never treated in MDA programmes for LF can strongly influence the achievement of elimination and the impact of NT is greater in high transmission areas. This study provides a starting point for further development of criteria for the evaluation of NT.


Subject(s)
Albendazole , Elephantiasis, Filarial , Filaricides , Ivermectin , Mass Drug Administration , Elephantiasis, Filarial/drug therapy , Elephantiasis, Filarial/prevention & control , Elephantiasis, Filarial/epidemiology , Elephantiasis, Filarial/transmission , Humans , Animals , Filaricides/therapeutic use , Filaricides/administration & dosage , Albendazole/administration & dosage , Albendazole/therapeutic use , Ivermectin/administration & dosage , Ivermectin/therapeutic use , Prevalence , Anopheles/parasitology , Disease Eradication/methods , Wuchereria bancrofti/drug effects , Diethylcarbamazine/administration & dosage , Diethylcarbamazine/therapeutic use , Drug Therapy, Combination
6.
Clin Infect Dis ; 78(Supplement_2): S83-S92, 2024 Apr 25.
Article in English | MEDLINE | ID: mdl-38662692

ABSTRACT

Over the past decade, considerable progress has been made in the control, elimination, and eradication of neglected tropical diseases (NTDs). Despite these advances, most NTD programs have recently experienced important setbacks; for example, NTD interventions were some of the most frequently and severely impacted by service disruptions due to the coronavirus disease 2019 (COVID-19) pandemic. Mathematical modeling can help inform selection of interventions to meet the targets set out in the NTD road map 2021-2030, and such studies should prioritize questions that are relevant for decision-makers, especially those designing, implementing, and evaluating national and subnational programs. In September 2022, the World Health Organization hosted a stakeholder meeting to identify such priority modeling questions across a range of NTDs and to consider how modeling could inform local decision making. Here, we summarize the outputs of the meeting, highlight common themes in the questions being asked, and discuss how quantitative modeling can support programmatic decisions that may accelerate progress towards the 2030 targets.


Subject(s)
COVID-19 , Neglected Diseases , Tropical Medicine , Neglected Diseases/prevention & control , Humans , COVID-19/epidemiology , COVID-19/prevention & control , Models, Theoretical , World Health Organization , SARS-CoV-2 , Decision Making , Global Health
7.
Int J Technol Assess Health Care ; 39(1): e42, 2023 Jul 12.
Article in English | MEDLINE | ID: mdl-37435736

ABSTRACT

OBJECTIVES: Cost-effectiveness analysis (CEA) is the standard framework for informing the efficient allocation of scarce healthcare resources. The importance of considering all relevant intervention strategies and appropriate incremental comparisons have both long been recognized in CEA. Failure to apply methods correctly can lead to suboptimal policies. Our objective is to assess if CEAs of infant pneumococcal vaccination apply appropriate methods with respect to the completeness of strategies assessed and incremental comparisons between them. METHODS: We conducted a systematic search of the PubMed, Scopus, Embase, and Web of Science databases and performed a comparative analysis of the retrieved pneumococcal vaccination CEAs. We checked the appropriateness of the incremental analyses by attempting to replicate the published incremental cost-effectiveness (CE) ratios from the reported costs and health effects. RESULTS: Our search returned twenty-nine eligible articles. Most studies failed to recognize one or more intervention strategies (n = 21). Incremental comparisons were questionable in four CEAs and insufficient reporting of cost and health effect estimates was identified in three studies. Overall, we only found four studies that made appropriate comparisons between all strategies. Lastly, study findings appear to be strongly associated with manufacturer sponsorship. CONCLUSIONS: We found considerable scope for improvement regarding strategy comparison in the infant pneumococcal vaccination literature. To prevent overestimation of the CE of new vaccines, we urge greater adherence to existing guidelines recommending that all available strategies are evaluated to capture relevant comparators for CE evaluation. Closer adherence to existing guidelines will generate better evidence, leading to more effective vaccination policies.


Subject(s)
Cost-Effectiveness Analysis , Vaccination , Humans , Infant , Cost-Benefit Analysis , Databases, Factual , Policy
8.
PLoS Comput Biol ; 17(9): e1009355, 2021 09.
Article in English | MEDLINE | ID: mdl-34534205

ABSTRACT

Many countries are currently dealing with the COVID-19 epidemic and are searching for an exit strategy such that life in society can return to normal. To support this search, computational models are used to predict the spread of the virus and to assess the efficacy of policy measures before actual implementation. The model output has to be interpreted carefully though, as computational models are subject to uncertainties. These can stem from, e.g., limited knowledge about input parameters values or from the intrinsic stochastic nature of some computational models. They lead to uncertainties in the model predictions, raising the question what distribution of values the model produces for key indicators of the severity of the epidemic. Here we show how to tackle this question using techniques for uncertainty quantification and sensitivity analysis. We assess the uncertainties and sensitivities of four exit strategies implemented in an agent-based transmission model with geographical stratification. The exit strategies are termed Flattening the Curve, Contact Tracing, Intermittent Lockdown and Phased Opening. We consider two key indicators of the ability of exit strategies to avoid catastrophic health care overload: the maximum number of prevalent cases in intensive care (IC), and the total number of IC patient-days in excess of IC bed capacity. Our results show that uncertainties not directly related to the exit strategies are secondary, although they should still be considered in comprehensive analysis intended to inform policy makers. The sensitivity analysis discloses the crucial role of the intervention uptake by the population and of the capability to trace infected individuals. Finally, we explore the existence of a safe operating space. For Intermittent Lockdown we find only a small region in the model parameter space where the key indicators of the model stay within safe bounds, whereas this region is larger for the other exit strategies.


Subject(s)
COVID-19/prevention & control , Communicable Disease Control/methods , Computer Simulation , Uncertainty , COVID-19/epidemiology , COVID-19/virology , Contact Tracing , Humans , Probability , SARS-CoV-2/isolation & purification
9.
J Infect Dis ; 224(7): 1257-1265, 2021 10 13.
Article in English | MEDLINE | ID: mdl-32239171

ABSTRACT

BACKGROUND: For malaria elimination efforts, it is important to better understand parasite transmission to mosquitoes and develop models for early-clinical evaluation of transmission-blocking interventions. METHODS: In a randomized open-label trial, 24 participants were infected by bites from Plasmodium falciparum 3D7-infected mosquitoes (mosquito bite [MB]; n = 12) or by induced blood-stage malaria (IBSM) with the same parasite line (n = 12). After subcurative piperaquine treatment, asexual parasite and gametocytes kinetics were assessed, and mosquito feeding experiments were performed. RESULTS: Study procedures were well tolerated. The median peak gametocyte density was 1304/mL (interquartile range, 308-1607/mL) after IBSM, compared with 14/mL (10-64/mL) after MB inoculation (P < .001), despite similar peak asexual parasite densities (P = .48). Peak gametocyte density was correlated with preceding pfap2-g transcripts, indicative of gametocyte commitment (ρ = 0.62; P = .002). Direct feeding assays resulted in mosquito infections from 9 of 12 participants after IBSM versus 0 of 12 after MB inoculation (P < .001). CONCLUSIONS: We observed a striking effect of inoculation method on gametocyte production, suggesting higher gametocyte commitment after IBSM. Our direct comparison of MB and IBSM establishes the controlled human malaria infection transmission model, using intravenous administration of P. falciparum-infected erythrocytes as a model for early-clinical evaluation of interventions that aim to interrupt malaria transmission. CLINICAL TRIAL REGISTRATION: NCT03454048.


Subject(s)
Anopheles/parasitology , Insect Bites and Stings , Malaria, Falciparum/blood , Plasmodium falciparum/isolation & purification , Adolescent , Animals , Female , Humans , Malaria , Malaria, Falciparum/drug therapy , Malaria, Falciparum/parasitology , Malaria, Falciparum/transmission , Male , Parasitemia
10.
J Infect Dis ; 223(5): 905-913, 2021 03 03.
Article in English | MEDLINE | ID: mdl-32645714

ABSTRACT

BACKGROUND: Controlled human hookworm infections could significantly contribute to the development of a hookworm vaccine. However, current models are hampered by low and unstable egg output, reducing generalizability and increasing sample sizes. This study aims to investigate the safety, tolerability, and egg output of repeated exposure to hookworm larvae. METHODS: Twenty-four healthy volunteers were randomized, double-blindly, to 1, 2, or 3 doses of 50 Necator americanus L3 larvae at 2-week intervals. Volunteers were monitored weekly and were treated with albendazole at week 20. RESULTS: There was no association between larval dose and number or severity of adverse events. Geometric mean egg loads stabilized at 697, 1668, and 1914 eggs per gram feces for the 1 × 50L3, 2 × 50L3, and 3 × 50L3 group, respectively. Bayesian statistical modeling showed that egg count variability relative to the mean was reduced with a second infectious dose; however, the third dose did not increase egg load or decrease variability. We therefore suggest 2 × 50L3 as an improved challenge dose. Model-based simulations indicates increased frequency of stool sampling optimizes the power of hypothetical vaccine trials. CONCLUSIONS: Repeated infection with hookworm larvae increased egg counts to levels comparable to the field and reduced relative variability in egg output without aggravating adverse events. CLINICAL TRIALS REGISTRATION: NCT03257072.


Subject(s)
Hookworm Infections , Parasite Egg Count , Albendazole/therapeutic use , Animals , Bayes Theorem , Feces/parasitology , Hookworm Infections/drug therapy , Humans , Larva , Necator americanus
11.
Clin Infect Dis ; 72(Suppl 3): S195-S202, 2021 06 14.
Article in English | MEDLINE | ID: mdl-33906226

ABSTRACT

BACKGROUND: Control of soil-transmitted helminthiasis and schistosomiasis relies heavily on regular preventive chemotherapy. Monitoring drug efficacy is crucial to provide early warning of treatment failures. The World Health Organization (WHO) recommends a survey design in which only egg-positive individuals are retested after treatment. Although this practice makes more efficient use of resources, it may lead to biased drug efficacy estimates. METHODS: We performed a simulation study to assess the potential for bias when evaluating drug efficacy using the World Health Organization-recommended survey design, and to identify alternative designs for evaluating drug efficacy that are less affected by bias. These designs were also based on selection of egg-positive individuals, but involve retesting them a second time at baseline and up to 2 times at follow-up. The utility of the different designs was compared fairly by constraining them to the same budget. RESULTS: The standard procedure of selecting egg-positive individuals can introduce a substantial positive bias in drug efficacy due to regression toward the mean, particularly when infection levels or drug efficacy are low. This bias was completely eliminated by using a second baseline sample, conditionally on the first sample being excluded from analysis. Precision of estimates can be improved by increasing the number of thick smears and/or samples per person at follow-up, despite fewer individuals being tested within the same budget. CONCLUSIONS: We present optimized survey designs to monitor drug efficacy in field settings, which are highly relevant for sustained control of soil-transmitted helminths and schistosomiasis, as well as onchocerciasis and lymphatic filariasis.


Subject(s)
Anthelmintics , Helminthiasis , Pharmaceutical Preparations , Schistosomiasis , Anthelmintics/therapeutic use , Feces , Helminthiasis/drug therapy , Humans , Prevalence , Schistosomiasis/drug therapy , Soil
12.
Clin Infect Dis ; 72(Suppl 3): S180-S187, 2021 06 14.
Article in English | MEDLINE | ID: mdl-33906229

ABSTRACT

BACKGROUND: Control of visceral leishmaniasis (VL) on the Indian subcontinent has been highly successful. Control efforts such as indoor residual spraying and active case detection will be scaled down or even halted over the coming years. We explored how after scale-down, potential recurrence of VL cases may be predicted based on population-based surveys of antibody or antigenemia prevalence. METHODS: Using a stochastic age-structured transmission model of VL, we predicted trends in case incidence and biomarker prevalence over time after scaling down control efforts when the target of 3 successive years without VL cases has been achieved. Next, we correlated biomarker prevalence with the occurrence of new VL cases within 10 years of scale-down. RESULTS: Occurrence of at least 1 new VL case in a population of 10 000 was highly correlated with the seroprevalence and antigenemia prevalence at the moment of scale-down, or 1 or 2 years afterward. Receiver operating characteristic curves indicated that biomarker prevalence in adults provided the most predictive information, and seroprevalence was a more informative predictor of new VL cases than antigenemia prevalence. Thresholds for biomarker prevalence to predict occurrence of new VL cases with high certainty were robust to variation in precontrol endemicity. CONCLUSIONS: The risk of recrudescence of VL after scaling down control efforts can be monitored and mitigated by means of population-based surveys. Our findings highlight that rapid point-of-care diagnostic tools to assess (preferably) seroprevalence or (otherwise) antigenemia in the general population could be a key ingredient of sustainable VL control.


Subject(s)
Leishmaniasis, Visceral , Adult , Child, Preschool , Humans , Incidence , Longitudinal Studies , Prevalence , Seroepidemiologic Studies
13.
Clin Infect Dis ; 72(Suppl 3): S188-S194, 2021 06 14.
Article in English | MEDLINE | ID: mdl-33906237

ABSTRACT

The design and evaluation of control programs for soil-transmitted helminths (STHs) is based on surveillance data recording measurements of egg counts in the stool of infected individuals, which underpin estimates of the prevalence and average intensity of infection. There is considerable uncertainty around these measurements and their interpretation. The uncertainty is composed of several sources of measurement error and the limit of detection of fecal smear tests on the one hand, and key assumptions on STH biology on the other hand, including assumptions on the aggregation of worms within hosts and on the impact of density-dependent influences on worm reproduction. Using 2 independently developed models of STH transmission we show how different aspects of STH biology and human behavior impact on STH surveillance and control programs and how accounting for uncertainty can help to develop optimal and sustainable control strategies to meet the World Health Organization (WHO) morbidity target for STHs.


Subject(s)
Helminthiasis , Helminths , Animals , Biology , Cross-Sectional Studies , Feces , Humans , Prevalence , Soil
14.
Clin Infect Dis ; 72(8): 1463-1466, 2021 04 26.
Article in English | MEDLINE | ID: mdl-32984870

ABSTRACT

Due to the COVID-19 pandemic, many key neglected tropical disease (NTD) activities have been postponed. This hindrance comes at a time when the NTDs are progressing towards their ambitious goals for 2030. Mathematical modelling on several NTDs, namely gambiense sleeping sickness, lymphatic filariasis, onchocerciasis, schistosomiasis, soil-transmitted helminthiases (STH), trachoma, and visceral leishmaniasis, shows that the impact of this disruption will vary across the diseases. Programs face a risk of resurgence, which will be fastest in high-transmission areas. Furthermore, of the mass drug administration diseases, schistosomiasis, STH, and trachoma are likely to encounter faster resurgence. The case-finding diseases (gambiense sleeping sickness and visceral leishmaniasis) are likely to have fewer cases being detected but may face an increasing underlying rate of new infections. However, once programs are able to resume, there are ways to mitigate the impact and accelerate progress towards the 2030 goals.


Subject(s)
COVID-19 , Tropical Medicine , Humans , Neglected Diseases/epidemiology , Pandemics , SARS-CoV-2
15.
J Infect Dis ; 221(Suppl 5): S510-S518, 2020 06 11.
Article in English | MEDLINE | ID: mdl-32173745

ABSTRACT

BACKGROUND: The World Health Organization recommends monitoring Onchocerca volvulus Ov16 serology in children aged <10 years for stopping mass ivermectin administration. Transmission models can help to identify the most informative age groups for serological monitoring and investigate the discriminatory power of serology-based elimination thresholds. Model predictions depend on assumed age-exposure patterns and transmission efficiency at low infection levels. METHODS: The individual-based transmission model, EPIONCHO-IBM, was used to assess (1) the most informative age groups for serological monitoring using receiver operating characteristic curves for different elimination thresholds under various age-dependent exposure assumptions, including those of ONCHOSIM (another widely used model), and (2) the influence of within-human density-dependent parasite establishment (included in EPIONCHO-IBM but not ONCHOSIM) on positive predictive values for different serological thresholds. RESULTS: When assuming EPIONCHO-IBM exposure patterns, children aged <10 years are the most informative for seromonitoring; when assuming ONCHOSIM exposure patterns, 5-14 year olds are the most informative (as published elsewhere). Omitting density-dependent parasite establishment results in more lenient seroprevalence thresholds, even for higher baseline infection prevalence and shorter treatment durations. CONCLUSIONS: Selecting appropriate seromonitoring age groups depends critically on age-dependent exposure patterns. The role of density dependence on elimination thresholds largely explains differing EPIONCHO-IBM and ONCHOSIM elimination predictions.


Subject(s)
Aging , Models, Biological , Onchocerciasis/transmission , Population Surveillance/methods , Serologic Tests , Uncertainty , Adolescent , Child , Child, Preschool , Female , Humans , Infant , Male , Sex Factors
16.
J Infect Dis ; 221(Suppl 5): S546-S553, 2020 06 11.
Article in English | MEDLINE | ID: mdl-31841593

ABSTRACT

BACKGROUND: Control of visceral leishmaniasis (VL) on the Indian subcontinent relies on prompt detection and treatment of symptomatic cases. Detection efforts influence the observed VL incidence and how well it reflects the underlying true incidence. As control targets are defined in terms of observed cases, there is an urgent need to understand how changes in detection delay and population coverage of improved detection affect VL control. METHODS: Using a mathematical model for transmission and control of VL, we predict the impact of reduced detection delays and/or increased population coverage of the detection programs on observed and true VL incidence and mortality. RESULTS: Improved case detection, either by higher coverage or reduced detection delay, causes an initial rise in observed VL incidence before a reduction. Relaxation of improved detection may lead to an apparent temporary (1 year) reduction in VL incidence, but comes with a high risk of resurging infection levels. Duration of symptoms in detected cases shows an unequivocal association with detection effort. CONCLUSIONS: VL incidence on its own is not a reliable indicator of the performance of case detection programs. Duration of symptoms in detected cases can be used as an additional marker of the performance of case detection programs.


Subject(s)
Leishmaniasis, Visceral/diagnosis , Leishmaniasis, Visceral/prevention & control , Disease Eradication , Humans , Incidence , India/epidemiology , Leishmaniasis, Visceral/epidemiology , Models, Biological
17.
J Infect Dis ; 221(Suppl 5): S499-S502, 2020 06 11.
Article in English | MEDLINE | ID: mdl-32529261

ABSTRACT

As neglected tropical disease programs look to consolidate the successes of moving towards elimination, we need to understand the dynamics of transmission at low prevalence to inform surveillance strategies for detecting elimination and resurgence. In this special collection, modelling insights are used to highlight drivers of local elimination, evaluate strategies for detecting resurgence, and show the importance of rational spatial sampling schemes for several neglected tropical diseases (specifically schistosomiasis, soil-transmitted helminths, lymphatic filariasis, trachoma, onchocerciasis, visceral leishmaniasis, and gambiense sleeping sickness).


Subject(s)
Disease Eradication/statistics & numerical data , Neglected Diseases/diagnosis , Population Surveillance/methods , Tropical Medicine , Humans
18.
J Infect Dis ; 221(Suppl 5): S531-S538, 2020 06 11.
Article in English | MEDLINE | ID: mdl-31829425

ABSTRACT

Starting and stopping preventive chemotherapy (PC) for soil-transmitted helminthiasis is typically based on the prevalence of infection as measured by Kato-Katz (KK) fecal smears. Kato-Katz-based egg counts can vary highly over repeated stool samples and smears. Consequentially, the sensitivity of KK-based surveys depends on the number of stool samples per person and the number of smears per sample. Given finite resources, collecting multiple samples and/or smears means screening fewer individuals, thereby lowering the statistical precision of prevalence estimates. Using population-level data from various epidemiological settings, we assessed the performance of different sampling schemes executed within the confines of the same budget. We recommend the use of single-slide KK for determining prevalence of moderate-to-heavy intensity infection and policy decisions for starting and continuing PC; more sensitive sampling schemes may be required for policy decisions involving stopping PC. Our findings highlight that guidelines should include specific guidance on sampling schemes.


Subject(s)
Decision Making , Helminthiasis/prevention & control , Helminthiasis/transmission , Soil/parasitology , Datasets as Topic , Feces/parasitology , Helminthiasis/epidemiology , Helminthiasis/parasitology , Humans , Parasite Egg Count , Preventive Health Services , Sensitivity and Specificity , Specimen Handling
19.
Clin Infect Dis ; 70(11): 2281-2289, 2020 05 23.
Article in English | MEDLINE | ID: mdl-31304961

ABSTRACT

BACKGROUND: Onchocerciasis elimination through mass drug administration (MDA) is hampered by coendemicity of Loa loa, as people with high L. loa microfilariae (mf) density can develop serious adverse events (SAEs) after ivermectin treatment. We assessed the geographical overlap of onchocerciasis and loiasis prevalence and estimated the number of coinfected individuals at risk of post-ivermectin SAEs in West and Central Africa from 1995 to 2025. METHODS: Focusing on regions with suspected loiasis transmission in 14 countries, we overlaid precontrol maps of loiasis and onchocerciasis prevalence to calculate precontrol prevalence of coinfection by 5 km2 × 5 km2 pixel, distinguishing different categories of L. loa mf intensity. Using statistical and mathematical models, we predicted prevalence of both infections and coinfection for 2015 and 2025, accounting for the impact of MDA with ivermectin. RESULTS: The number of people infected with onchocerciasis was predicted to decline from almost 19 million in 1995 to 4 million in 2025. Of these, 137 000 people were estimated to also have L. loa hypermicrofilaremia (≥20 000 L. loa mf/mL) in 1995, declining to 31 000 in 2025. In 2025, 92.8% of coinfected cases with loiasis hypermicrofilaremia are predicted to live in hypoendemic areas currently not targeted for MDA. CONCLUSIONS: Loiasis coinfection is a major concern for onchocerciasis elimination in Africa. We predict that under current strategies, at least 31 000 coinfected people still require treatment for onchocerciasis in 2025 while being at risk of SAEs, justifying continued efforts in research and development for safer drugs and control strategies.


Subject(s)
Coinfection , Loiasis , Onchocerciasis , Africa/epidemiology , Animals , Coinfection/epidemiology , Humans , Ivermectin/therapeutic use , Loa , Loiasis/complications , Loiasis/epidemiology , Onchocerciasis/complications , Onchocerciasis/drug therapy , Onchocerciasis/epidemiology
20.
J Infect Dis ; 220(6): 1044-1048, 2019 08 09.
Article in English | MEDLINE | ID: mdl-31077279

ABSTRACT

Four healthy volunteers were infected with 50 Necator americanus infective larvae (L3) in a controlled human hookworm infection trial and followed for 52 weeks. The kinetics of fecal egg counts in volunteers was assessed with Bayesian multilevel analysis, which revealed an increase between weeks 7 and 13, followed by an egg density plateau of about 1000 eggs/g of feces. Variation in egg counts was minimal between same-day measurements but varied considerably between days, particularly during the plateau phase. These analyses pave the way for the controlled human hookworm model to accelerate drug and vaccine efficacy studies.


Subject(s)
Larva/physiology , Models, Biological , Necator americanus/cytology , Necator americanus/physiology , Necatoriasis/physiopathology , Animals , Bayes Theorem , Blood Cell Count , Eosinophils , Feces/parasitology , Female , Follow-Up Studies , Healthy Volunteers , Humans , Kinetics , Male , Necatoriasis/parasitology , Young Adult
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