TY - JOUR
T1 - Monitoring Plasmodium falciparum and Plasmodium vivax using microsatellite markers indicates limited changes in population structure after substantial transmission decline in Papua New Guinea
AU - Kattenberg, Johanna Helena
AU - Razook, Zahra
AU - Keo, Raksmei
AU - Koepfli, Cristian
AU - Jennison, Charlie
AU - Lautu-Gumal, Dulcie
AU - Fola, Abebe A
AU - Ome-Kaius, Maria
AU - Barnadas, Céline
AU - Siba, Peter
AU - Felger, Ingrid
AU - Kazura, James
AU - Mueller, Ivo
AU - Robinson, Leanne J
AU - Barry, Alyssa E
N1 - NPP; PPT;
© 2020 John Wiley & Sons Ltd.
PY - 2020
Y1 - 2020
N2 - Monitoring the genetic structure of pathogen populations may be an economical and sensitive approach to quantify the impact of control on transmission dynamics, highlighting the need for a better understanding of changes in population genetic parameters as transmission declines. Here we describe the first population genetic analysis of two major human malaria parasites, Plasmodium falciparum (Pf) and Plasmodium vivax (Pv), following nationwide distribution of long-lasting insecticide-treated nets (LLINs) in Papua New Guinea (PNG). Parasite isolates from pre- (2005-2006) and post-LLIN (2010-2014) were genotyped using microsatellite markers. Despite parasite prevalence declining substantially (East Sepik Province: Pf = 54.9%-8.5%, Pv = 35.7%-5.6%, Madang Province: Pf = 38.0%-9.0%, Pv: 31.8%-19.7%), genetically diverse and intermixing parasite populations remained. Pf diversity declined modestly post-LLIN relative to pre-LLIN (East Sepik: R
s = 7.1-6.4, H
E = 0.77-0.71; Madang: R
s = 8.2-6.1, H
E = 0.79-0.71). Unexpectedly, population structure present in pre-LLIN populations was lost post-LLIN, suggesting that more frequent human movement between provinces may have contributed to higher gene flow. Pv prevalence initially declined but increased again in one province, yet diversity remained high throughout the study period (East Sepik: R
s = 11.4-9.3, H
E = 0.83-0.80; Madang: R
s = 12.2-14.5, H
E = 0.85-0.88). Although genetic differentiation values increased between provinces over time, no significant population structure was observed at any time point. For both species, a decline in multiple infections and increasing clonal transmission and significant multilocus linkage disequilibrium post-LLIN were positive indicators of impact on the parasite population using microsatellite markers. These parameters may be useful adjuncts to traditional epidemiological tools in the early stages of transmission reduction.
AB - Monitoring the genetic structure of pathogen populations may be an economical and sensitive approach to quantify the impact of control on transmission dynamics, highlighting the need for a better understanding of changes in population genetic parameters as transmission declines. Here we describe the first population genetic analysis of two major human malaria parasites, Plasmodium falciparum (Pf) and Plasmodium vivax (Pv), following nationwide distribution of long-lasting insecticide-treated nets (LLINs) in Papua New Guinea (PNG). Parasite isolates from pre- (2005-2006) and post-LLIN (2010-2014) were genotyped using microsatellite markers. Despite parasite prevalence declining substantially (East Sepik Province: Pf = 54.9%-8.5%, Pv = 35.7%-5.6%, Madang Province: Pf = 38.0%-9.0%, Pv: 31.8%-19.7%), genetically diverse and intermixing parasite populations remained. Pf diversity declined modestly post-LLIN relative to pre-LLIN (East Sepik: R
s = 7.1-6.4, H
E = 0.77-0.71; Madang: R
s = 8.2-6.1, H
E = 0.79-0.71). Unexpectedly, population structure present in pre-LLIN populations was lost post-LLIN, suggesting that more frequent human movement between provinces may have contributed to higher gene flow. Pv prevalence initially declined but increased again in one province, yet diversity remained high throughout the study period (East Sepik: R
s = 11.4-9.3, H
E = 0.83-0.80; Madang: R
s = 12.2-14.5, H
E = 0.85-0.88). Although genetic differentiation values increased between provinces over time, no significant population structure was observed at any time point. For both species, a decline in multiple infections and increasing clonal transmission and significant multilocus linkage disequilibrium post-LLIN were positive indicators of impact on the parasite population using microsatellite markers. These parameters may be useful adjuncts to traditional epidemiological tools in the early stages of transmission reduction.
U2 - 10.1111/mec.15654
DO - 10.1111/mec.15654
M3 - A1: Web of Science-article
C2 - 32985031
SN - 0962-1083
VL - 29
SP - 4525
EP - 4541
JO - Molecular Ecology
JF - Molecular Ecology
IS - 23
ER -