TY - JOUR
T1 - Microhaplotype deep sequencing assays to capture Plasmodium vivax infection lineages
AU - Kleinecke, Mariana
AU - Sutanto, Edwin
AU - Rumaseb, Angela
AU - Hoon, Kian Soon
AU - Trimarsanto, Hidayat
AU - Osborne, Ashley
AU - Manrique, Paulo
AU - Peters, Trent
AU - Hawkes, David
AU - Benavente, Ernest Diez
AU - Whitton, Georgia
AU - Siegel, Sasha V
AU - Pearson, Richard D
AU - Amato, Roberto
AU - Rai, Anjana
AU - Nhien, Nguyen Thanh Thuy
AU - Nguyen, Hoang Chau
AU - Assefa, Ashenafi
AU - Degaga, Tamiru S
AU - Abate, Dagimawie Tadesse
AU - Rahim, Awab Ghulam
AU - Pasaribu, Ayodhia Pitaloka
AU - Sutanto, Inge
AU - Alam, Mohammad Shafiul
AU - Pava, Zuleima
AU - Lopera-Mesa, Tatiana
AU - Echeverry, Diego
AU - William, Tim
AU - Anstey, Nicholas M
AU - Grigg, Matthew J
AU - Day, Nicholas P
AU - White, Nicholas J
AU - Kwiatkowski, Dominic P
AU - Taylor, Aimee R
AU - Noviyanti, Rintis
AU - Neafsey, Daniel
AU - Price, Ric N
AU - Auburn, Sarah
N1 - Publisher Copyright:
© The Author(s) 2025.
PY - 2025/8/5
Y1 - 2025/8/5
N2 - Plasmodium vivax elimination is challenged by dormant liver stages (hypnozoites) that can reactivate months after initial infection resulting in relapses. Relapsing infections confound antimalarial clinical efficacy trials due to the inability to distinguish between recurrences arising from blood-stage treatment failure (recrudescence), reinfection or relapse. Genetic relatedness of paired parasite isolates, measured by identity-by-descent (IBD), can provide important information on whether individuals have had single or multiple mosquito inoculations, thus informing on recurrence origin. We developed a high-throughput amplicon sequencing assay comprising 93 multi-SNP (microhaplotype) markers to determine IBD between P. vivax clinical isolates. The assay was evaluated in 745 global infections, including 128 infection pairs from a randomized controlled trial (RCT) (ClinicalTrials.gov NCT01680406). Simulations demonstrate low error in pairwise IBD estimation at the panel (RMSE < 0.12) and IBD-based networks illustrate strong clustering by geography. IBD analysis in the RCT demonstrates a lower frequency of suspected relapses or recrudescence in patients treated with primaquine compared to those without primaquine; the impact is greater when paired with chloroquine than with artemether-lumefantrine. Our results demonstrate the potential to derive new information on P. vivax treatment and transmission using IBD generated by amplicon sequencing data that can be further improved with time-to-event models.
AB - Plasmodium vivax elimination is challenged by dormant liver stages (hypnozoites) that can reactivate months after initial infection resulting in relapses. Relapsing infections confound antimalarial clinical efficacy trials due to the inability to distinguish between recurrences arising from blood-stage treatment failure (recrudescence), reinfection or relapse. Genetic relatedness of paired parasite isolates, measured by identity-by-descent (IBD), can provide important information on whether individuals have had single or multiple mosquito inoculations, thus informing on recurrence origin. We developed a high-throughput amplicon sequencing assay comprising 93 multi-SNP (microhaplotype) markers to determine IBD between P. vivax clinical isolates. The assay was evaluated in 745 global infections, including 128 infection pairs from a randomized controlled trial (RCT) (ClinicalTrials.gov NCT01680406). Simulations demonstrate low error in pairwise IBD estimation at the panel (RMSE < 0.12) and IBD-based networks illustrate strong clustering by geography. IBD analysis in the RCT demonstrates a lower frequency of suspected relapses or recrudescence in patients treated with primaquine compared to those without primaquine; the impact is greater when paired with chloroquine than with artemether-lumefantrine. Our results demonstrate the potential to derive new information on P. vivax treatment and transmission using IBD generated by amplicon sequencing data that can be further improved with time-to-event models.
KW - Antimalarials/therapeutic use
KW - Chloroquine/therapeutic use
KW - Haplotypes
KW - High-Throughput Nucleotide Sequencing/methods
KW - Humans
KW - Malaria, Vivax/drug therapy
KW - Plasmodium vivax/genetics
KW - Polymorphism, Single Nucleotide
KW - Primaquine/therapeutic use
KW - Recurrence
U2 - 10.1038/s41467-025-62357-x
DO - 10.1038/s41467-025-62357-x
M3 - Article
C2 - 40764298
SN - 2041-1723
VL - 16
JO - Nature Communications
JF - Nature Communications
IS - 1
M1 - 7192
ER -