Monica Hill
Academic and research departments
Section of Virology, Department of Microbial Sciences, School of Biosciences.About
My research project
Mathematical modelling of herpes simplex virus transmission in 2- and 3- dimensionsCombining experimental work with mathematical modelling to describe the transmission of the human pathogen herpes simplex virus (HSV) in human cells and tissue models, and develop a comprehensive tool for assessing the parameters that influence virus transmission.
Supervisors
Combining experimental work with mathematical modelling to describe the transmission of the human pathogen herpes simplex virus (HSV) in human cells and tissue models, and develop a comprehensive tool for assessing the parameters that influence virus transmission.
My qualifications
Affiliations and memberships
Publications
Despite progress towards malaria reduction in Peru, measuring exposure in low transmission areas is crucial for achieving elimination. This study focuses on two very low transmission areas in Loreto (Peruvian Amazon) and aims to determine the relationship between malaria exposure and proximity to health facilities. Individual data was collected from 38 villages in Indiana and Belen, including geo-referenced households and blood samples for microscopy, PCR and serological analysis. A segmented linear regression model identified significant changes in seropositivity trends among different age groups. Local Getis-Ord Gi* statistic revealed clusters of households with high (hotspots) or low (coldspots) seropositivity rates. Findings from 4000 individuals showed a seropositivity level of 2.5% (95%CI: 2.0%-3.0%) for P. falciparum and 7.8% (95%CI: 7.0%-8.7%) for P. vivax, indicating recent or historical exposure. The segmented regression showed exposure reductions in the 40–50 age group (β1 = 0.043, p = 0.003) for P. vivax and the 50–60 age group (β1 = 0.005, p = 0.010) for P. falciparum. Long and extreme distance villages from Regional Hospital of Loreto exhibited higher malaria exposure compared to proximate and medium distance villages (p < 0.001). This study showed the seropositivity of malaria in two very low transmission areas and confirmed the spatial pattern of hotspots as villages become more distant.