A Longitudinal Cohort Study of Malaria Exposure and Changing Serostatus in a Malaria Endemic Area of Rural Tanzania
Abstract
<h4>Background</h4>Measurements of anti-malarial antibodies are increasingly used
as a proxy of transmission intensity. Most serological surveys are based on the use
of cross-sectional data that, when age-stratified, approximates historical patterns
of transmission within a population. Comparatively few studies leverage longitudinal
data to explicitly relate individual infection events with subsequent antibody responses.<h4>Methods</h4>The
occurrence of seroconversion and seroreversion events for two Plasmodium falciparum
asexual stage antigens (MSP-1 and AMA-1) was examined using three annual measurements
of 691 individuals from a cohort of individuals in a malaria-endemic area of rural
east-central Tanzania. Mixed-effect logistic regression models were employed to determine
factors associated with changes in serostatus over time.<h4>Results</h4>While the
expected population-level relationship between seroprevalence and disease incidence
was observed, on an individual level the relationship between individual infections
and the antibody response was complex. MSP-1 antibody responses were more dynamic
in response to the occurrence and resolution of infection events than AMA-1, while
the latter was more correlated with consecutive infections. The MSP-1 antibody response
to an observed infection seemed to decay faster over time than the corresponding AMA-1
response. Surprisingly, there was no evidence of an age effect on the occurrence of
a conversion or reversion event.<h4>Conclusions</h4>While the population-level results
concur with previously published sero-epidemiological surveys, the individual-level
results highlight the more complex relationship between detected infections and antibody
dynamics than can be analysed using cross-sectional data. The longitudinal analysis
of serological data may provide a powerful tool for teasing apart the complex relationship
between infection events and the corresponding immune response, thereby improving
the ability to rapidly assess the success or failure of malaria control programmes.
Type
Journal articleSubject
HumansMalaria, Falciparum
Membrane Proteins
Protozoan Proteins
Merozoite Surface Protein 1
Antigens, Protozoan
Prevalence
Longitudinal Studies
Cross-Sectional Studies
Seroepidemiologic Studies
Age Factors
Adolescent
Adult
Middle Aged
Child
Child, Preschool
Infant
Infant, Newborn
Rural Population
Tanzania
Female
Male
Young Adult
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https://hdl.handle.net/10161/24522Published Version (Please cite this version)
10.1186/s12936-017-1945-2Publication Info
Simmons, RA; Mboera, L; Stresman, A; Turner, E; Kramer, R; Drakeley, C; & O'Meara,
WP (2017). A Longitudinal Cohort Study of Malaria Exposure and Changing Serostatus in a Malaria
Endemic Area of Rural Tanzania. Malaria Journal, 16(309). pp. 309. 10.1186/s12936-017-1945-2. Retrieved from https://hdl.handle.net/10161/24522.This is constructed from limited available data and may be imprecise. To cite this
article, please review & use the official citation provided by the journal.
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Show full item recordScholars@Duke
Randall Kramer
Professor Emeritus of Environmental Economics
Before coming to Duke in 1988, he was on the faculty at Virginia Polytechnic Institute
and State University. He has held visiting positions at IUCN--The World Conservation
Union, the Economic Growth Center at Yale University, and the Indonesian Ministry
of Forestry. He has served as a consultant to the World Bank, World Health Organization
and other international organizations. He was named Duke University's Scholar Teacher
of the Year in 2004.
Kramer's research is focused on the econ
Wendy P O'Meara
Associate Professor of Medicine
Dr. Wendy O’Meara is an Associate Professor at Duke University School of Medicine
in the Division of Infectious Diseases, visiting professor at Moi University, and
the Associate Director for Research of the Duke Global Health Institute. She has been
based full-time in Kenya since 2007.
Dr. O’Meara’s team is interested in improving rational drug use for suspected malaria
fevers through expanding the use of diagnostic tools in the community and in health
facilities. As
Ryan Simmons
Biostatistician II
Education: Masters Degree, Biostatistics. Duke University School of Medicine. 2015
Elizabeth Louise Turner
Associate Professor of Biostatistics & Bioinformatics
Dr. Turner is Associate Professor of Biostatistics and Global Health and serves as
Director of the Research Design and Analysis Core of the Duke Global Health Institute.
Her primary methodological focus is on the design and analysis of randomized controlled
trials, particularly those that involve clustering such as cluster randomized trials
(CRTs), stepped wedge CRTs and individually-randomized group treatment trials. She
is expert in the implementation of trials in low resource settings, with a
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