10 results on '"GOMES, A. A. M."'
Search Results
2. Modelling the epidemiology of residual Plasmodium vivax malaria in a heterogeneous host population: A case study in the Amazon Basin.
- Author
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Corder, Rodrigo M., Ferreira, Marcelo U., and Gomes, M. Gabriela M.
- Subjects
MALARIA ,PLASMODIUM vivax ,CITY dwellers ,EPIDEMIOLOGY ,DISTRIBUTION (Probability theory) ,CASE studies - Abstract
The overall malaria burden in the Americas has decreased dramatically over the past two decades, but residual transmission pockets persist across the Amazon Basin, where Plasmodium vivax is the predominant infecting species. Current elimination efforts require a better quantitative understanding of malaria transmission dynamics for planning, monitoring, and evaluating interventions at the community level. This can be achieved with mathematical models that properly account for risk heterogeneity in communities approaching elimination, where few individuals disproportionately contribute to overall malaria prevalence, morbidity, and onwards transmission. Here we analyse demographic information combined with routinely collected malaria morbidity data from the town of Mâncio Lima, the main urban transmission hotspot of Brazil. We estimate the proportion of high-risk subjects in the host population by fitting compartmental susceptible-infected-susceptible (SIS) transmission models simultaneously to age-stratified vivax malaria incidence densities and the frequency distribution of P. vivax malaria attacks experienced by each individual over 12 months. Simulations with the best-fitting SIS model indicate that 20% of the hosts contribute 86% of the overall vivax malaria burden. Despite the low overall force of infection typically found in the Amazon, about one order of magnitude lower than that in rural Africa, high-risk individuals gradually develop clinical immunity following repeated infections and eventually constitute a substantial infectious reservoir comprised of asymptomatic parasite carriers that is overlooked by routine surveillance but likely fuels onwards malaria transmission. High-risk individuals therefore represent a priority target for more intensive and effective interventions that may not be readily delivered to the entire community. Author summary: Malaria transmission models that disregard risk heterogeneity at the community level, classifying individuals as uniformly susceptible or infected, may not properly recapitulate the epidemiology of malaria in real-life settings. Here we fit a compartmental susceptible-infected-susceptible model to malaria morbidity data from Mâncio Lima, the main urban transmission hotspot of Brazil, and estimate that 20% of the urban residents contribute 86% of the overall vivax malaria burden in the town. Despite the low average force of infection, one order of magnitude lower that in rural Africa, high-risk individuals experience enough repeated infections to develop clinical immunity and constitute an asymptomatic reservoir that fuels onwards malaria transmission. Therefore, these high-risk subjects account for the paradoxical finding of clinical immunity and frequent asymptomatic parasite carriage in low-endemicity Amazonian communities. We argue that mathematical models accounting for risk heterogeneity are crucial to plan and evaluate malaria control and elimination interventions targeted to high-risk groups in communities, municipalities, and regions. [ABSTRACT FROM AUTHOR]
- Published
- 2020
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3. Infectivity of Chronic Malaria Infections and Its Consequences for Control and Elimination.
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Aguas, Ricardo, Maude, Richard J, Gomes, M Gabriela M, White, Lisa J, White, Nicholas J, and Dondorp, Arjen M
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MALARIA prevention ,CHRONIC diseases ,MALARIA ,MATHEMATICAL models ,HEALTH policy ,THEORY ,SOCIAL services case management ,DISEASE eradication - Abstract
Assessing the importance of targeting the chronic Plasmodium falciparum malaria reservoir is pivotal as the world moves toward malaria eradication. Through the lens of a mathematical model, we show how, for a given malaria prevalence, the relative infectivity of chronic individuals determines what intervention tools are predicted be the most effective. Crucially, in a large part of the parameter space where elimination is theoretically possible, it can be achieved solely through improved case management. However, there are a significant number of settings where malaria elimination requires not only good vector control but also a mass drug administration campaign. Quantifying the relative infectiousness of chronic malaria across a range of epidemiological settings would provide essential information for the design of effective malaria elimination strategies. Given the difficulties obtaining this information, we also provide a set of epidemiological metrics that can be used to guide policy in the absence of such data. [ABSTRACT FROM AUTHOR]
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- 2018
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4. Controlling Malaria Using Livestock-Based Interventions: A One Health Approach.
- Author
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Franco, Ana O., Gomes, M. Gabriela M., Rowland, Mark, Coleman, Paul G., and Davies, Clive R.
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MALARIA prevention , *LIVESTOCK , *ANIMAL models in research , *ZOOPHILIA , *INSECTICIDES - Abstract
Where malaria is transmitted by zoophilic vectors, two types of malaria control strategies have been proposed based on animals: using livestock to divert vector biting from people (zooprophylaxis) or as baits to attract vectors to insecticide sources (insecticide-treated livestock). Opposing findings have been obtained on malaria zooprophylaxis, and despite the success of an insecticide-treated livestock trial in Pakistan, where malaria vectors are highly zoophilic, its effectiveness is yet to be formally tested in Africa where vectors are more anthropophilic. This study aims to clarify the different effects of livestock on malaria and to understand under what circumstances livestock-based interventions could play a role in malaria control programmes. This was explored by developing a mathematical model and combining it with data from Pakistan and Ethiopia. Consistent with previous work, a zooprophylactic effect of untreated livestock is predicted in two situations: if vector population density does not increase with livestock introduction, or if livestock numbers and availability to vectors are sufficiently high such that the increase in vector density is counteracted by the diversion of bites from humans to animals. Although, as expected, insecticide-treatment of livestock is predicted to be more beneficial in settings with highly zoophilic vectors, like South Asia, we find that the intervention could also considerably decrease malaria transmission in regions with more anthropophilic vectors, like Anopheles arabiensis in Africa, under specific circumstances: high treatment coverage of the livestock population, using a product with stronger or longer lasting insecticidal effect than in the Pakistan trial, and with small (ideally null) repellency effect, or if increasing the attractiveness of treated livestock to malaria vectors. The results suggest these are the most appropriate conditions for field testing insecticide-treated livestock in an Africa region with moderately zoophilic vectors, where this intervention could contribute to the integrated control of malaria and livestock diseases. [ABSTRACT FROM AUTHOR]
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- 2014
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5. Modeling Malaria Infection and Immunity against Variant Surface Antigens in Príncipe Island, West Africa.
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Bandeiras, Cátia, Trovoada, Maria Jesus, Gonçalves, Lígia A., Marinho, Cláudio R. F., Turner, Louise, Hviid, Lars, Penha-Gonçalves, Carlos, and Gomes, M. Gabriela M.
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MALARIA ,IMMUNITY ,CELL surface antigens ,PLASMODIUM falciparum ,MATHEMATICAL models ,PARASITIC diseases - Abstract
After remarkable success of vector control campaigns worldwide, concerns about loss of immunity against Plasmodium falciparum due to lack of exposure to the parasite are relevant since an increase of severe cases in less immune individuals is expected. We present a mathematical model to investigate the impact of reducing exposure to the parasite on the immune repertoire against P. falciparum erythrocyte membrane protein 1 (PfEMP1) variants. The model was parameterized with data from Príncipe Island, West Africa, and applied to simulate two alternative transmission scenarios: one where control measures are continued to eventually drive the system to elimination; and another where the effort is interrupted after 6 years of its initiation and the system returns to the initial transmission potential. Population dynamics of parasite prevalence predict that in a few years infection levels return to the pre-control values, while the re-acquisition of the immune repertoire against PfEMP1 is slower, creating a window for increased severity. The model illustrates the consequences of loss of immune repertoire against PfEMP1 in a given setting and can be applied to other regions where similar data may be available. [ABSTRACT FROM AUTHOR]
- Published
- 2014
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6. Land cover, land use and malaria in the Amazon: a systematic literature review of studies using remotely sensed data.
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Stefani, Aurélia, Dusfour, Isabelle, Corrêa, Ana Paula S. A., Cruz, Manoel C. B., Dessay, Nadine, Galardo, Allan K. R., Galardo, Clícia D., Girod, Romain, Gomes, Margarete S. M., Gurgel, Helen, Lima, Ana Cristina F., Moreno, Eduardo S., Musset, Lise, Nacher, Mathieu, Soares, Alana C. S., Carme, Bernard, and Roux, Emmanuel
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MALARIA ,LAND cover ,LAND use ,REMOTE sensing ,INFECTIOUS disease transmission - Abstract
The nine countries sharing the Amazon forest accounted for 89% of all malaria cases reported in the Americas in 2008. Remote sensing can help identify the environmental determinants of malaria transmission and their temporo-spatial evolution. Seventeen studies characterizing land cover or land use features, and relating them to malaria in the Amazon subregion, were identified. These were reviewed in order to improve the understanding of the land cover/use class roles in malaria transmission. The indicators affecting the transmission risk were summarized in terms of temporal components, landscape fragmentation and anthropic pressure. This review helps to define a framework for future studies aiming to characterize and monitor malaria. [ABSTRACT FROM AUTHOR]
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- 2013
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7. Immune Selection and Within-Host Competition Can Structure the Repertoire of Variant Surface Antigens in Plasmodium falciparum - A Mathematical Model.
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van Noort, Sander P., Nunes, Marta C., Weedall, Gareth D., Hviid, Lars, and Gomes, M. Gabriela M.
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IMMUNE response ,PLASMODIUM falciparum ,ERYTHROCYTE membranes ,HEREDITY ,PROTOZOAN diseases ,MEMBRANE proteins ,PATHOGENIC microorganisms ,MALARIA ,CELL surface antigens - Abstract
Background: The evolutionary mechanisms structuring the expression pattern of variant surface antigen (VSA) families that allow pathogens to evade immune responses and establish chronic and repeated infections pose major challenges to theoretical research. In Plasmodium falciparum, the best-studied VSA family is erythrocyte membrane protein 1 (PfEMP1). Each parasite genome encodes about 60 PfEMP1 variants, which are important virulence factors and major targets of host antibody responses. Transcriptional switching is the basis of clonal PfEMP1 variation and immune evasion. A relatively conserved subset of PfEMP1 variants tends to dominate in non-immune patients and in patients with severe malaria, while more diverse subsets relate to uncomplicated infection and higher levels of pre-existing protective immunity. Methodology/Principal Findings: Here, we use the available molecular and serological evidence regarding VSAs, in particular PfEMP1, to formulate a mathematical model of the evolutionary mechanisms shaping VSA organization and expression patterns. The model integrates the transmission dynamics between hosts and the competitive interactions within hosts, based on the hypothesis that the VSAs can be organized into so-called dominance blocks, which characterize their competitive potential. The model reproduces immunological trends observed in field data, and predicts an evolutionary stable balance between inter-clonally conserved dominance blocks that are highly competitive within-host and diverse blocks that are favoured by immune selection at the population level. Conclusions/Significance: The application of a monotonic dominance profile to VSAs encoded by a gene family generates two opposing selective forces and, consequently, two distinct clusters of genes emerge in adaptation to naïve and partially immune hosts, respectively. [ABSTRACT FROM AUTHOR]
- Published
- 2010
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8. The Impact of IPTi and IPTc Interventions on Malaria Clinical Burden - In Silico Perspectives.
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Águas, Ricardo, Lourenço, José M. L., Gomes, M. Gabriela M., and White, Lisa J.
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MALARIA ,INFANT diseases ,JUVENILE diseases ,IMMUNITY ,SILICA ,CLINICAL trials ,INFECTION ,HEALTH - Abstract
Background: Clinical management of malaria is a major health issue in sub-Saharan Africa. New strategies based on intermittent preventive treatment (IPT) can tackle disease burden by simultaneously reducing frequency of infections and life-threatening illness in infants (IPTi) and children (IPTc), while allowing for immunity to build up. However, concerns as to whether immunity develops efficiently in treated individuals, and whether there is a rebound effect after treatment is halted, have made it imperative to define the effects that IPTi and IPTc exert on the clinical malaria scenario. Methods and Findings: Here, we simulate several schemes of intervention under different transmission settings, while varying immunity build up assumptions. Our model predicts that infection risk and effectiveness of acquisition of clinical immunity under prophylactic effect are associated to intervention impact during treatment and follow-up periods. These effects vary across regions of different endemicity and are highly correlated with the interplay between the timing of interventions in age and the age dependent risk of acquiring an infection. However, even when significant rebound effects are predicted to occur, the overall intervention impact is positive. Conclusions: IPTi is predicted to have minimal impact on the acquisition of clinical immunity, since it does not interfere with the occurrence of mild infections, thus failing to reduce the underlying force of infection. On the contrary, IPTc has a significant potential to reduce transmission, specifically in areas where it is already low to moderate. [ABSTRACT FROM AUTHOR]
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- 2009
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9. Prospects for Malaria Eradication in Sub-Saharan Africa Prospects for Malaria Eradication in Sub-Saharan Africa.
- Author
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Águas, Ricardo, White, Lisa J., Snow, Robert W., and Gomes, M. Gabriela M.
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PLASMODIUM falciparum ,MALARIA ,IMMUNITY ,MATHEMATICAL models ,AGE distribution ,PARASITES - Abstract
Background: A characteristic of Plasmodium falciparum infections is the gradual acquisition of clinical immunity resulting from repeated exposures to the parasite. While the molecular basis of protection against clinical malaria remains unresolved, its effects on epidemiological patterns are well recognized. Accumulating epidemiological data constitute a valuable resource that must be intensively explored and interpreted as to effectively inform control planning. Methodology/Principal Finding: Here we apply a mathematical model to clinical data from eight endemic regions in sub- Saharan Africa. The model provides a quantitative framework within which differences in age distribution of clinical disease are assessed in terms of the parameters underlying transmission. The shorter infectious periods estimated for clinical infections induce a regime of bistability of endemic and malaria-free states in regions of mesoendemic transmission. The two epidemiological states are separated by a threshold that provides a convenient measure for intervention design. Scenarios of eradication and resurgence are simulated. Conclusions/Significance: In regions that support mesoendemic transmission, intervention success depends critically on reducing prevalence below a threshold which separates endemic and malaria-free regimes. [ABSTRACT FROM AUTHOR]
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- 2008
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10. The effect of chloroquine dose and primaquine on Plasmodium vivax recurrence: a WorldWide Antimalarial Resistance Network systematic review and individual patient pooled meta-analysis.
- Author
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Commons, Robert J, Simpson, Julie A, Thriemer, Kamala, Humphreys, Georgina S, Abreha, Tesfay, Alemu, Sisay G, Añez, Arletta, Anstey, Nicholas M, Awab, Ghulam R, Baird, J Kevin, Barber, Bridget E, Borghini-Fuhrer, Isabelle, Chu, Cindy S, D'Alessandro, Umberto, Dahal, Prabin, Daher, André, de Vries, Peter J, Erhart, Annette, Gomes, Margarete S M, and Gonzalez-Ceron, Lilia
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CHLOROQUINE , *PRIMAQUINE , *PLASMODIUM vivax , *ANTIMALARIALS , *DRUG dosage , *DISEASE relapse , *VACCINATION , *THERAPEUTICS , *DRUG therapy for malaria , *COMBINATION drug therapy , *DRUG resistance , *MALARIA , *META-analysis , *PROTOZOA , *RESEARCH funding , *SYSTEMATIC reviews - Abstract
Background: Chloroquine remains the mainstay of treatment for Plasmodium vivax malaria despite increasing reports of treatment failure. We did a systematic review and meta-analysis to investigate the effect of chloroquine dose and the addition of primaquine on the risk of recurrent vivax malaria across different settings.Methods: A systematic review done in MEDLINE, Web of Science, Embase, and Cochrane Database of Systematic Reviews identified P vivax clinical trials published between Jan 1, 2000, and March 22, 2017. Principal investigators were invited to share individual patient data, which were pooled using standardised methods. Cox regression analyses with random effects for study site were used to investigate the roles of chloroquine dose and primaquine use on rate of recurrence between day 7 and day 42 (primary outcome). The review protocol is registered in PROSPERO, number CRD42016053310.Findings: Of 134 identified chloroquine studies, 37 studies (from 17 countries) and 5240 patients were included. 2990 patients were treated with chloroquine alone, of whom 1041 (34·8%) received a dose below the target 25 mg/kg. The risk of recurrence was 32·4% (95% CI 29·8-35·1) by day 42. After controlling for confounders, a 5 mg/kg higher chloroquine dose reduced the rate of recurrence overall (adjusted hazard ratio [AHR] 0·82, 95% CI 0·69-0·97; p=0·021) and in children younger than 5 years (0·59, 0·41-0·86; p=0·0058). Adding primaquine reduced the risk of recurrence to 4·9% (95% CI 3·1-7·7) by day 42, which is lower than with chloroquine alone (AHR 0·10, 0·05-0·17; p<0·0001).Interpretation: Chloroquine is commonly under-dosed in the treatment of vivax malaria. Increasing the recommended dose to 30 mg/kg in children younger than 5 years could reduce substantially the risk of early recurrence when primaquine is not given. Radical cure with primaquine was highly effective in preventing early recurrence and may also improve blood schizontocidal efficacy against chloroquine-resistant P vivax.Funding: Wellcome Trust, Australian National Health and Medical Research Council, and Bill & Melinda Gates Foundation. [ABSTRACT FROM AUTHOR]- Published
- 2018
- Full Text
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