Association of a Novel Mutation in the Plasmodium falciparum Chloroquine Resistance Transporter With Decreased Piperaquine Sensitivity

被引:94
作者
Agrawal, Sonia [1 ]
Moser, Kara A. [2 ]
Morton, Lindsay [1 ]
Cummings, Michael P. [3 ]
Parihar, Ankita [2 ]
Dwivedi, Ankit [2 ]
Shetty, Amol C. [2 ]
Drabek, Elliott F. [2 ,11 ]
Jacob, Christopher G. [1 ,12 ]
Henrich, Philipp P. [7 ]
Parobek, Christian M. [6 ]
Jongsakul, Krisada [9 ]
Huy, Rekol [5 ]
Spring, Michele D. [9 ]
Lanteri, Charlotte A. [9 ,13 ]
Chaorattanakawee, Suwanna [9 ,10 ]
Lon, Chanthap [4 ,9 ]
Fukuda, Mark M. [9 ]
Saunders, David L. [9 ]
Fidock, David A. [7 ,8 ]
Lin, Jessica T. [6 ]
Juliano, Jonathan J. [6 ]
Plowe, Christopher V. [1 ]
Silva, Joana C. [2 ]
Takala-Harrison, Shannon [1 ]
机构
[1] Univ Maryland, Sch Med, Inst Global Hlth, Div Malaria Res, 685 W Baltimore St,HSF1-480, Baltimore, MD 21201 USA
[2] Univ Maryland, Sch Med, Inst Genome Sci, Baltimore, MD 21201 USA
[3] Univ Maryland, Ctr Bioinformat & Computat Biol, College Pk, MD 20742 USA
[4] Armed Forces Res Inst Med Sci, Phnom Penh, Cambodia
[5] Natl Ctr Parasitol Entomol & Malaria Control, Phnom Penh, Cambodia
[6] Univ N Carolina, Div Infect Dis, Chapel Hill, NC USA
[7] Columbia Univ, Dept Med, Med Ctr, Dept Microbiol & Immunol, New York, NY USA
[8] Columbia Univ, Med Ctr, Div Infect Dis, New York, NY USA
[9] Mahidol Univ, Armed Forces Res Inst Med Sci, Dept Immunol & Med, Bangkok, Thailand
[10] Mahidol Univ, Dept Parasitol & Entomol, Fac Publ Hlth, Bangkok, Thailand
[11] Atreca Inc, Redwood City, CA USA
[12] Wellcome Trust Sanger Inst, Hinxton, England
[13] Uniformed Serv Univ Hlth Sci, Rockville, MD USA
基金
美国国家卫生研究院;
关键词
malaria; piperaquine; resistance; Plasmodium falciparum; chloroquine resistance transporter; plasmepsin; MALARIA; CAMBODIA; ARTEMISININ; FRAMEWORK; EFFICACY; FAILURE;
D O I
10.1093/infdis/jix334
中图分类号
R392 [医学免疫学]; Q939.91 [免疫学];
学科分类号
100102 ;
摘要
Background. 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. Methods. Plasmodium falciparum DNA from 183 samples collected primarily from Cambodia was genotyped at 33 716 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 dihydroarte-misinin-piperaquine treatment outcomes in an independent dataset. Results. 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. Conclusions. Our data suggest that, in addition to plasmepsin II/III copy number, other loci, including pfcrt, may also be involved in piperaquine resistance.
引用
收藏
页码:468 / 476
页数:9
相关论文
共 37 条
[1]   Fast model-based estimation of ancestry in unrelated individuals [J].
Alexander, David H. ;
Novembre, John ;
Lange, Kenneth .
GENOME RESEARCH, 2009, 19 (09) :1655-1664
[2]   POLYMORPHISM AND NATURAL SELECTION IN HUMAN POPULATIONS [J].
ALLISON, AC .
COLD SPRING HARBOR SYMPOSIA ON QUANTITATIVE BIOLOGY, 1964, 29 :137-+
[3]   Dihydroartemisinin-piperaquine resistance in Plasmodium falciparum malaria in Cambodia: a multisite prospective cohort study [J].
Amaratunga, Chanaki ;
Lim, Pharath ;
Suon, Seila ;
Sreng, Sokunthea ;
Mao, Sivanna ;
Sopha, Chantha ;
Sam, Baramey ;
Dek, Dalin ;
Try, Vorleak ;
Amato, Roberto ;
Blessborn, Daniel ;
Song, Lijiang ;
Tullo, Gregory S. ;
Fay, Michael P. ;
Anderson, Jennifer M. ;
Tarning, Joel ;
Fairhurst, Rick M. .
LANCET INFECTIOUS DISEASES, 2016, 16 (03) :357-365
[4]  
Amato R, 2017, LANCET INFECT DIS, V17, P164, DOI [10.1016/s1473-3099(16)30409-1, 10.1016/S1473-3099(16)30409-1]
[5]   A molecular marker of artemisinin-resistant Plasmodium falciparum malaria [J].
Ariey, Frederic ;
Witkowski, Benoit ;
Amaratunga, Chanaki ;
Beghain, Johann ;
Langlois, Anne-Claire ;
Khim, Nimol ;
Kim, Saorin ;
Duru, Valentine ;
Bouchier, Christiane ;
Ma, Laurence ;
Lim, Pharath ;
Leang, Rithea ;
Duong, Socheat ;
Sreng, Sokunthea ;
Suon, Seila ;
Chuor, Char Meng ;
Bout, Denis Mey ;
Menard, Sandie ;
Rogers, William O. ;
Genton, Blaise ;
Fandeur, Thierry ;
Miotto, Olivo ;
Ringwald, Pascal ;
Le Bras, Jacques ;
Berry, Antoine ;
Barale, Jean-Christophe ;
Fairhurst, Rick M. ;
Benoit-Vical, Franoise ;
Mercereau-Puijalon, Odile ;
Menard, Didier .
NATURE, 2014, 505 (7481) :50-+
[6]   Haploview: analysis and visualization of LD and haplotype maps [J].
Barrett, JC ;
Fry, B ;
Maller, J ;
Daly, MJ .
BIOINFORMATICS, 2005, 21 (02) :263-265
[7]   Random forests [J].
Breiman, L .
MACHINE LEARNING, 2001, 45 (01) :5-32
[8]   Rapid and accurate haplotype phasing and missing-data inference for whole-genome association studies by use of localized haplotype clustering [J].
Browning, Sharon R. ;
Browning, Brian L. .
AMERICAN JOURNAL OF HUMAN GENETICS, 2007, 81 (05) :1084-1097
[9]   Ex vivo piperaquine resistance developed rapidly in Plasmodium falciparum isolates in northern Cambodia compared to Thailand [J].
Chaorattanakawee, Suwanna ;
Lon, Chanthap ;
Jongsakul, Krisada ;
Gawee, Jariyanart ;
Sok, Somethy ;
Sundrakes, Siratchana ;
Kong, Nareth ;
Thamnurak, Chatchadaporn ;
Chann, Soklyda ;
Chattrakarn, Sorayut ;
Praditpol, Chantida ;
Buathong, Nillawan ;
Uthaimongkol, Nichapat ;
Smith, Philip ;
Sirisopana, Narongrid ;
Huy, Rekol ;
Prom, Satharath ;
Fukuda, Mark M. ;
Bethell, Delia ;
Walsh, Douglas S. ;
Lanteri, Charlotte ;
Saunders, David .
MALARIA JOURNAL, 2016, 15
[10]   Ex Vivo Drug Susceptibility Testing and Molecular Profiling of Clinical Plasmodium falciparum Isolates from Cambodia from 2008 to 2013 Suggest Emerging Piperaquine Resistance [J].
Chaorattanakawee, Suwanna ;
Saunders, David L. ;
Sea, Darapiseth ;
Chanarat, Nitima ;
Yingyuen, Kritsanai ;
Sundrakes, Siratchana ;
Saingam, Piyaporn ;
Buathong, Nillawan ;
Sriwichai, Sabaithip ;
Charm, Soklyda ;
Se, Youry ;
Yom, You ;
Heng, Thay Kheng ;
Kong, Nareth ;
Kuntawunginn, Worachet ;
Tangthongchaiwiriya, Kuntida ;
Jacob, Christopher ;
Takala-Harrison, Shannon ;
Plowe, Christopher ;
Lin, Jessica T. ;
Chuor, Char Meng ;
Prom, Satharath ;
Tyner, Stuart D. ;
Gosi, Panita ;
Teja-Isavadharm, Paktiya ;
Lon, Chanthap ;
Lanteria, Charlotte A. .
ANTIMICROBIAL AGENTS AND CHEMOTHERAPY, 2015, 59 (08) :4631-4643