An integrative statistical model for inferring strain admixture within clinical Plasmodium falciparum isolates [article]

John D. O'Brien, Zamin Iqbal, Lucas Amenga-Etego
2015 arXiv   pre-print
Since the arrival of genetic typing methods in the late 1960's, researchers have puzzled at the clinical consequence of observed strain mixtures within clinical isolates of Plasmodium falciparum. We present a new statistical model that infers the number of strains present and the amount of admixture with the local population (panmixia) using whole-genome sequence data. The model provides a rigorous statistical approach to inferring these quantities as well as the proportions of the strains
more » ... n each sample. Applied to 168 samples of whole-genome sequence data from northern Ghana, the model provides significantly improvement fit over models implementing simpler approaches to mixture for a large majority (129/168) of samples. We discuss the possible uses of this model as a window into within-host selection for clinical and epidemiological studies and outline possible means for experimental validation.
arXiv:1505.08171v1 fatcat:kul6zlxuvbc3thfp3hfy54x7lu