Journal article
Estimation of malaria haplotype and genotype frequencies: A statistical approach to overcome the challenge associated with multiclonal infections
AR Taylor, JA Flegg, SL Nsobya, A Yeka, MR Kamya, PJ Rosenthal, G Dorsey, CH Sibley, PJ Guerin, CC Holmes
Malaria Journal | Published : 2014
Abstract
Background: Reliable measures of anti-malarial resistance are crucial for malaria control. Resistance is typically a complex trait: multiple mutations in a single parasite (a haplotype or genotype) are necessary for elaboration of the resistant phenotype. The frequency of a genetic motif (proportion of parasite clones in the parasite population that carry a given allele, haplotype or genotype) is a useful measure of resistance. In areas of high endemicity, malaria patients generally harbour multiple parasite clones; they have multiplicities of infection (MOIs) greater than one. However, most standard experimental procedures only allow measurement of marker prevalence (proportion of patient b..
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Awarded by National Institute of Allergy and Infectious Diseases
Funding Acknowledgements
We are grateful to Cally Roper and Meera Venkatesan for much helpful advice. This work was supported by the WorldWide Antimalarial Resistance Network (WWARN), the Systems Biology Doctoral Training Centre and the Department of Statistics at the University of Oxford. This work was funded by the Engineering and Physical Sciences Research Council (EPSRC).