Inferred relatedness and heritability in malaria parasites

被引:34
作者
Anderson, Tim J. C. [1 ]
Williams, Jeff T. [1 ]
Nair, Shalini [1 ]
Sudimack, Daniel [1 ]
Barends, Marion [2 ]
Jaidee, Anchalee [2 ]
Price, Ric N. [3 ]
Nosten, Francois [2 ,4 ,5 ]
机构
[1] SFBR, San Antonio, TX USA
[2] SMRU, Mae Sot, Tak, Thailand
[3] Charles Darwin Univ, Menzies Sch Hlth Res, Darwin, NT 0909, Australia
[4] Mahidol Univ, Fac Trop Med, Bangkok, Thailand
[5] Churchill Hosp, Ctr Trop Med & Vaccinol, Oxford OX3 7LJ, England
基金
美国国家卫生研究院; 英国惠康基金;
关键词
artemisinin; heritability; drug resistance; clearance rate; twins; clones; GAMETOCYTE SEX-RATIOS; PLASMODIUM-FALCIPARUM; NATURAL-POPULATIONS; ARTEMISININ RESISTANCE; ARTESUNATE-MEFLOQUINE; MOLECULAR MARKERS; TRAIT LOCI; THAILAND; LINKAGE; RATES;
D O I
10.1098/rspb.2010.0196
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Malaria parasites vary in phenotypic traits of biomedical or biological interest such as growth rate, virulence, sex ratio and drug resistance, and there is considerable interest in identifying the genes that underlie this variation. An important first step is to determine trait heritability (H-2). We evaluate two approaches to measuring H-2 in natural parasite populations using relatedness inferred from genetic marker data. We collected single-clone Plasmodium falciparum infections from 185 patients from the Thailand-Burma border, monitored parasite clearance following treatment with artemisinin combination therapy (ACT), measured resistance to six antimalarial drugs and genotyped parasites using 335 micro-satellites. We found strong relatedness structure. There were 27 groups of two to eight clonally identical (CI) parasites, and 74 per cent of parasites showed significant relatedness to one or more other parasites. Initially, we used matrices of allele sharing and variance components (VC) methods to estimate H-2. Inhibitory concentrations (IC50) for six drugs showed significant H-2 (0.24 to 0.79, p = 0.06 to 2.85 x 10(-9)), demonstrating that this study design has adequate power. However, a phenotype of current interest-parasite clearance following ACT-showed no detectable heritability (H-2 = 0-0.09, ns) in this population. The existence of CI parasites allows the use of a simple ANOVA approach for quantifying H-2, analogous to that used in human twin studies. This gave similar results to the VC method and requires considerably less genotyping information. We conclude (i) that H-2 can be effectively measured in malaria parasite populations using minimal genotype data, allowing rational design of genome-wide association studies; and (ii) while drug response (IC50) shows significant H-2, parasite clearance following ACT was not heritable in the population studied.
引用
收藏
页码:2531 / 2540
页数:10
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