Plasmodium vivax Population Structure and Transmission Dynamics in Sabah Malaysia

被引:43
作者
Abdullah, Noor Rain [1 ]
Barber, Bridget E. [2 ,3 ,4 ]
William, Timothy [2 ,5 ]
Norahmad, Nor Azrina [1 ]
Satsu, Umi Rubiah [1 ]
Muniandy, Prem Kumar [1 ]
Ismail, Zakiah [1 ]
Grigg, Matthew J. [2 ,3 ,4 ]
Jelip, Jenarun [5 ]
Piera, Kim [3 ,4 ]
von Seidlein, Lorenz [3 ,4 ]
Yeo, Tsin W. [3 ,4 ]
Anstey, Nicholas M. [3 ,4 ,6 ]
Price, Ric N. [3 ,4 ,6 ,7 ]
Auburn, Sarah [3 ,4 ]
机构
[1] Inst Med Res, Herbal Med Res Ctr, Kuala Lumpur, Malaysia
[2] Queen Elizabeth Hosp, Infect Dis Unit, Kota Kinabalu, Sabah, Malaysia
[3] Menzies Sch Hlth Res, Global & Trop Hlth Div, Darwin, NT, Australia
[4] Charles Darwin Univ, Darwin, NT 0909, Australia
[5] Sabah Dept Hlth, Kota Kinabalu, Sabah, Malaysia
[6] Royal Darwin Hosp, Div Med, Darwin, NT, Australia
[7] Univ Oxford, Nuffield Dept Clin Med, Ctr Trop Med, Oxford, England
基金
英国医学研究理事会; 英国惠康基金;
关键词
SEVERE DISEASE; MALARIA; FALCIPARUM; MARKERS; DIVERSITY; KNOWLESI;
D O I
10.1371/journal.pone.0082553
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Despite significant progress in the control of malaria in Malaysia, the complex transmission dynamics of P. vivax continue to challenge national efforts to achieve elimination. To assess the impact of ongoing interventions on P. vivax transmission dynamics in Sabah, we genotyped 9 short tandem repeat markers in a total of 97 isolates (8 recurrences) from across Sabah, with a focus on two districts, Kota Marudu (KM, n = 24) and Kota Kinabalu (KK, n = 21), over a 2 year period. STRUCTURE analysis on the Sabah-wide dataset demonstrated multiple sub-populations. Significant differentiation (F-ST = 0.243) was observed between KM and KK, located just 130 Km apart. Consistent with low endemic transmission, infection complexity was modest in both KM (mean MOI = 1.38) and KK (mean MOI = 1.19). However, population diversity remained moderate (H-E = 0.583 in KM and H-E = 0.667 in KK). Temporal trends revealed clonal expansions reflecting epidemic transmission dynamics. The haplotypes of these isolates declined in frequency over time, but persisted at low frequency throughout the study duration. A diverse array of low frequency isolates were detected in both KM and KK, some likely reflecting remnants of previous expansions. In accordance with clonal expansions, high levels of Linkage Disequilibrium (I-A(S) >.0.5 [P<0.0001] in KK and KM) declined sharply when identical haplotypes were represented once (I-A(S) = 0.07 [P = 0.0076] in KM, and I-A(S) = 0.003 [P = 0.606] in KK). All 8 recurrences, likely to be relapses, were homologous to the prior infection. These recurrences may promote the persistence of parasite lineages, sustaining local diversity. In summary, Sabah's shrinking P. vivax population appears to have rendered this low endemic setting vulnerable to epidemic expansions. Migration may play an important role in the introduction of new parasite strains leading to epidemic expansions, with important implications for malaria elimination.
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页数:10
相关论文
共 39 条
[21]   Fourteen polymorphic microsatellite DNA markers for the human malaria parasite Plasmodium vivax [J].
Karunaweera, N. D. ;
Ferreira, M. . U. ;
Hartl, D. . L. ;
Wirth, D. F. .
MOLECULAR ECOLOGY NOTES, 2007, 7 (01) :172-175
[22]   Extensive microsatellite diversity in the human malaria parasite Plasmodium vivax [J].
Karunaweera, Nadira D. ;
Ferreira, Marcelo U. ;
Munasinghe, Anusha ;
Barnwell, John W. ;
Collins, William E. ;
King, Christopher L. ;
Kawamoto, Fumihiko ;
Hartl, Daniel L. ;
Wirth, Dyann F. .
GENE, 2008, 410 (01) :105-112
[23]   A Large Plasmodium vivax Reservoir and Little Population Structure in the South Pacific [J].
Koepfli, Cristian ;
Timinao, Lincoln ;
Antao, Tiago ;
Barry, Alyssa E. ;
Siba, Peter ;
Mueller, Ivo ;
Felger, Ingrid .
PLOS ONE, 2013, 8 (06)
[24]   Evaluation of Plasmodium vivax Genotyping Markers for Molecular Monitoring in Clinical Trials [J].
Koepfli, Cristian ;
Mueller, Ivo ;
Marfurt, Jutta ;
Goroti, Mary ;
Sie, Albert ;
Oa, Olive ;
Genton, Blaise ;
Beck, Hans-Peter ;
Felger, Ingrid .
JOURNAL OF INFECTIOUS DISEASES, 2009, 199 (07) :1074-1080
[25]   Multiple populations of artemisinin-resistant Plasmodium falciparum in Cambodia [J].
Miotto, Olivo ;
Almagro-Garcia, Jacob ;
Manske, Magnus ;
MacInnis, Bronwyn ;
Campino, Susana ;
Rockett, Kirk A. ;
Amaratunga, Chanaki ;
Lim, Pharath ;
Suon, Seila ;
Sreng, Sokunthea ;
Anderson, Jennifer M. ;
Duong, Socheat ;
Nguon, Chea ;
Chuor, Char Meng ;
Saunders, David ;
Se, Youry ;
Lon, Chantap ;
Fukuda, Mark M. ;
Amenga-Etego, Lucas ;
Hodgson, Abraham V. O. ;
Asoala, Victor ;
Imwong, Mallika ;
Takala-Harrison, Shannon ;
Nosten, Francois ;
Su, Xin-zhuan ;
Ringwald, Pascal ;
Ariey, Frederic ;
Dolecek, Christiane ;
Tran Tinh Hien ;
Boni, Maciej F. ;
Cao Quang Thai ;
Amambua-Ngwa, Alfred ;
Conway, David J. ;
Djimde, Abdoulaye A. ;
Doumbo, Ogobara K. ;
Zongo, Issaka ;
Ouedraogo, Jean-Bosco ;
Alcock, Daniel ;
Drury, Eleanor ;
Auburn, Sarah ;
Koch, Oliver ;
Sanders, Mandy ;
Hubbart, Christina ;
Maslen, Gareth ;
Ruano-Rubio, Valentin ;
Jyothi, Dushyanth ;
Miles, Alistair ;
O'Brien, John ;
Gamble, Chris ;
Oyola, Samuel O. .
NATURE GENETICS, 2013, 45 (06) :648-+
[26]   Natural Acquisition of Immunity to Plasmodium vivax: Epidemiological Observations and Potential Targets [J].
Mueller, Ivo ;
Galinski, Mary R. ;
Tsuboi, Takafumi ;
Arevalo-Herrera, Myriam ;
Collins, William E. ;
King, Christopher L. .
ADVANCES IN PARASITOLOGY, VOL 81: EPIDEMIOLOGY OF PLASMODIUM VIVAX: HISTORY, HIATUS AND HUBRIS, PT B, 2013, 81 :77-131
[27]   Use of a rapid, single-round, multiplex PCR to detect malarial parasites and identify the species present [J].
Padley, D ;
Moody, AH ;
Chiodini, PL ;
Saldanha, J .
ANNALS OF TROPICAL MEDICINE AND PARASITOLOGY, 2003, 97 (02) :131-137
[28]  
Paradis E, 2004, BIOINFORMATICS, V20, P289, DOI [10.1093/bioinformatics/bty633, 10.1093/bioinformatics/btg412]
[29]   New developments in Plasmodium vivax malaria: severe disease and the rise of chloroquine resistance [J].
Price, Ric N. ;
Douglas, Nicholas M. ;
Anstey, Nicholas M. .
CURRENT OPINION IN INFECTIOUS DISEASES, 2009, 22 (05) :430-435
[30]  
Pritchard JK, 2000, GENETICS, V155, P945