Leveraging mathematical models of disease dynamics and machine learning to improve development of novel malaria interventions (Publications)
targeted reductions in malaria prevalence. METHODS: A mathematical model of malaria transmission dynamics is used to simulate deployment and predict potential impact of new malaria interventions by considering [...] mathematical models of malaria dynamics coupled with machine learning. Our analysis identifies requirements of efficacy, coverage, and duration of effect for five novel malaria interventions to achieve [...] achieve specified health goals. RESULTS: We apply our approach to five malar...
Rethinking human resources and capacity building needs for malaria control and elimination in Africa (Publications)
considerable success in controlling malaria worldwide, progress toward achieving malaria elimination has largely stalled. In particular, strategies to overcome roadblocks in malaria control and elimination in Africa [...] Africa are critical to achieving worldwide malaria elimination goals—this continent carries 94% of the global malaria case burden. To identify key areas for targeted efforts, we combined a comprehensive [...] ve review of current literature with direct feedback gathered from...
Scalable process for high-yield production of PfCyRPA using insect cells for inclusion in a malaria virosome-based vaccine candidate (Publications)
been identified as a promising blood-stage candidate antigen to include in a broadly cross-reactive malaria vaccine. In the last couple of decades, substantial effort has been committed to the development [...] aiming to develop a scalable, high-yield, and high-quality PfCyRPA for inclusion in a virosome-based malaria vaccine candidate. Supplements with antioxidants improved PfCyRPA volumetric titers by 50% when added
Prereferral rectal artesunate and referral completion among children with suspected severe malaria in the Democratic Republic of the Congo, Nigeria... (Publications)
artesunate (RAS) require urgent referral to a health facility where appropriate treatment for severe malaria can be provided. However, the rapid improvement of a child's condition after RAS administration may [...] completion is limited. METHODS: An observational study accompanied the roll-out of RAS in three malaria endemic settings in the Democratic Republic of the Congo (DRC), Nigeria and Uganda. Community health [...] health workers and primary health centres enrolled children under 5 years...
Volatile pyrethroid spatial repellents for malaria prevention (Publications)
spatial repellents (VPSRs) for preventing new cases of Plasmodium falciparum and Plasmodium vivax malaria. Copyright © 2022 The Cochrane Collaboration. Published by John Wiley & Sons, Ltd.
Performance of antigen detection for HRP2-based malaria rapid diagnostic tests in community surveys: Tanzania, July-November 2017 (Publications)
BACKGROUND: Malaria rapid diagnostic tests (RDTs) based on the detection of the Plasmodium falciparum histidine-rich protein 2 (HRP2) antigen are widely used for detection of active infection with this [...] this parasite and are the only practical malaria diagnostic test in some endemic settings. External validation of RDT results from field surveys can confirm appropriate RDT performance. METHODS: A community-based [...] sites can help interpret RDT testing results when generating population...
The use of routine health facility data for micro-stratification of malaria risk in mainland Tanzania (Publications)
BACKGROUND: Current efforts to estimate the spatially diverse malaria burden in malaria-endemic countries largely involve the use of epidemiological modelling methods for describing temporal and spatial [...] adopted by the malaria programme in Tanzania. It makes use of available routine data that are rich in spatial resolution and that can be readily accessed allowing for a stratification of malaria risk below [...] optimal for supporting evidence-based, decentralized malaria control planning,...
Stratification of malaria incidence in Papua New Guinea (2011–2019): contribution towards a sub-national control policy (Publications)
Malaria risk in Papua New Guinea (PNG) is highly heterogeneous, between and within geographical regions, which is operationally challenging for control. To enhance targeting of malaria interventions in [...] Incidence maps show a contrast in malaria risk between coastal and inland areas influenced by altitude. However, the risk is highly variable in low-lying areas. Malaria interventions should be guided by [...] in PNG, we investigated risk factors and stratified malaria incidence at the level...