Agrawal Sonia, Moser Kara A, Morton Lindsay, Cummings Michael P, Parihar Ankita, Dwivedi Ankit, Shetty Amol C, Drabek Elliott F, Jacob Christopher G, Henrich Philipp P, Parobek Christian M, Jongsakul Krisada, Huy Rekol, Spring Michele D, Lanteri Charlotte A, Chaorattanakawee Suwanna, Lon Chanthap, Fukuda Mark M, Saunders David L, Fidock David A, Lin Jessica T, Juliano Jonathan J, Plowe Christopher V, Silva Joana C, Takala-Harrison Shannon
Division of Malaria Research, Institute for Global Health.
Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore.
J Infect Dis. 2017 Aug 15;216(4):468-476. doi: 10.1093/infdis/jix334.
Amplified copy number in the plasmepsin II/III genes within Plasmodium falciparum has been associated with decreased sensitivity to piperaquine. To examine this association and test whether additional loci might also contribute, we performed a genome-wide association study of ex vivo P. falciparum susceptibility to piperaquine.
Plasmodium falciparum DNA from 183 samples collected primarily from Cambodia was genotyped at 33716 genome-wide single nucleotide polymorphisms (SNPs). Linear mixed models and random forests were used to estimate associations between parasite genotypes and piperaquine susceptibility. Candidate polymorphisms were evaluated for their association with dihydroartemisinin-piperaquine treatment outcomes in an independent dataset.
Single nucleotide polymorphisms on multiple chromosomes were associated with piperaquine 90% inhibitory concentrations (IC90) in a genome-wide analysis. Fine-mapping of genomic regions implicated in genome-wide analyses identified multiple SNPs in linkage disequilibrium with each other that were significantly associated with piperaquine IC90, including a novel mutation within the gene encoding the P. falciparum chloroquine resistance transporter, PfCRT. This mutation (F145I) was associated with dihydroartemisinin-piperaquine treatment failure after adjusting for the presence of amplified plasmepsin II/III, which was also associated with decreased piperaquine sensitivity.
Our data suggest that, in addition to plasmepsin II/III copy number, other loci, including pfcrt, may also be involved in piperaquine resistance.
恶性疟原虫中组织蛋白酶II/III基因的拷贝数扩增与对哌喹的敏感性降低有关。为了研究这种关联并测试其他基因座是否也有影响,我们对恶性疟原虫体外对哌喹的敏感性进行了全基因组关联研究。
对主要从柬埔寨收集的183份样本中的恶性疟原虫DNA进行了33716个全基因组单核苷酸多态性(SNP)的基因分型。使用线性混合模型和随机森林来估计寄生虫基因型与哌喹敏感性之间的关联。在一个独立的数据集中评估候选多态性与双氢青蒿素-哌喹治疗结果的关联。
在全基因组分析中,多条染色体上的单核苷酸多态性与哌喹90%抑制浓度(IC90)相关。对全基因组分析中涉及的基因组区域进行精细定位,发现多个处于连锁不平衡状态的SNP与哌喹IC90显著相关,包括编码恶性疟原虫氯喹抗性转运蛋白PfCRT的基因内的一个新突变。在校正组织蛋白酶II/III拷贝数扩增的存在后,该突变(F145I)与双氢青蒿素-哌喹治疗失败相关,组织蛋白酶II/III拷贝数扩增也与哌喹敏感性降低有关。
我们的数据表明,除了组织蛋白酶II/III拷贝数外,其他基因座,包括pfcrt,也可能参与哌喹抗性。