Molecular Profiles of Antimalarial Drug Resistance in Plasmodium Species from Asymptomatic Malaria Carriers in Gia Lai Province, Vietnam
Abstract
1. Introduction
2. Materials and Methods
2.1. Study Area and Study Design
2.2. Sample Collection
2.3. Detection of Asymptomatic Submicroscopic Infections
2.4. Molecular Analyses of Antimalarial Drug Resistance Genes
2.5. Statistical Analysis
2.6. Ethics Approval
3. Results
3.1. Demographic Characteristics of the Study Population
3.2. Prevalence of Asymptomatic Submicroscopic Infections
3.3. Analysis of Asymptomatic Infections by Demographic Characteristics
3.4. Molecular Analyses of Antimalarial Drug Resistance Markers in P. falciparum and P. vivax from Asymptomatic Carriers
4. Discussion
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
CI | confidence interval |
CQ | chloroquine |
Ct | cycle threshold |
GMS | Greater Mekong Subregion |
msp-1 | merozoite surface protein-1 |
ldh | lactate dehydrogenase |
LLINs | long-lasting insecticide-treated nets |
LOD | limit of detection |
NMCEP | National Malaria Control and Elimination Program |
ORs | odd ratios |
PCR | polymerase chain reaction |
pfcrt | P. falciparum chloroquine resistance transporter |
pfk13 | P. falciparum kelch-13 |
pvcrt-o | P. vivax chloroquine resistance transporter orthologs |
pvmdr-1 | P. vivax multidrug resistance protein-1 |
RDT | rapid diagnostic test |
qPCR | quantitative real-time PCR |
rRNA | 18s ribosomal RNA |
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Categories | Krong Pa (n = 1423) | Ia Pa (n = 310) | K’Bang (n = 438) | Gia Lai (n = 2171) | p-Value | ||||
---|---|---|---|---|---|---|---|---|---|
n | % | n | % | n | % | n | % | ||
Age (in years) | |||||||||
Children (0–12) | 42 | 2.95 | 55 | 17.74 | 9 | 2.05 | 106 | 4.88 | <0.001 |
Youth (13–25) | 536 | 37.67 | 67 | 21.61 | 163 | 37.21 | 766 | 35.28 | |
Young adults (26–44) | 522 | 36.68 | 82 | 26.45 | 184 | 42.01 | 788 | 36.30 | |
Middle-aged adults (45–60) | 259 | 18.20 | 67 | 21.61 | 77 | 17.58 | 403 | 18.56 | |
Old-aged adults (>60) | 64 | 4.50 | 39 | 12.58 | 5 | 1.14 | 108 | 4.97 | |
Gender | |||||||||
Male | 907 | 63.74 | 147 | 47.42 | 196 | 44.75 | 1250 | 57.58 | <0.001 |
Female | 516 | 36.26 | 163 | 52.58 | 242 | 55.25 | 921 | 42.42 | |
Ethics | |||||||||
Ja Rai | 1356 | 95.29 | 277 | 89.35 | 0 | 0.00 | 1633 | 75.22 | <0.001 |
Kinh | 67 | 4.71 | 31 | 10.00 | 37 | 8.45 | 135 | 6.22 | |
Tay | 0 | 0.00 | 1 | 0.32 | 3 | 0.68 | 4 | 0.18 | |
Nung | 0 | 0.00 | 0 | 0.00 | 2 | 0.46 | 2 | 0.09 | |
Thai | 0 | 0.00 | 0 | 0.00 | 3 | 0.68 | 3 | 0.14 | |
Bana | 0 | 0.00 | 1 | 0.32 | 393 | 89.73 | 394 | 18.15 | |
Knowledge on malaria | |||||||||
Yes | 1352 | 95.01 | 265 | 85.48 | 431 | 98.40 | 2048 | 94.33 | <0.001 |
No | 71 | 4.99 | 45 | 14.52 | 7 | 1.60 | 123 | 5.67 | |
Past malaria infections | |||||||||
0 | 1064 | 74.77 | 289 | 93.23 | 365 | 83.33 | 1718 | 79.13 | <0.001 |
1 | 267 | 18.76 | 17 | 5.48 | 59 | 13.47 | 343 | 15.80 | |
2 | 89 | 6.25 | 4 | 1.29 | 12 | 2.74 | 105 | 4.84 | |
3 | 3 | 0.21 | 0 | 0.00 | 2 | 0.46 | 5 | 0.23 |
Species | Krong Pa (n = 1432) | K’Bang (n = 438) | Gia Lai (n = 2171) | p-Value | |||
---|---|---|---|---|---|---|---|
n | % | n | % | n | % | ||
P. falciparum | 7 | 0.49 | 16 | 3.65 | 23 | 1.06 | <0.001 |
P. vivax | 13 | 0.91 | 17 | 3.88 | 30 | 1.38 | |
Mixed infection (Pf/Pv) | 4 | 0.28 | 1 | 0.23 | 5 | 0.23 | |
Total | 24 | 1.68 | 34 | 7.76 | 58 | 2.67 |
Categories | Negative PCR | Positive PCR | Odds Ratio | 95% CI | p-Value | ||
---|---|---|---|---|---|---|---|
n | % | n | % | ||||
Age | |||||||
Children (0–13) | 104 | 4.79 | 2 | 0.09 | 0.72 | 0.11 to 2.51 | 0.66 |
Youths (13–25) | 746 | 34.36 | 20 | 0.92 | 0.03 | 0.02 to 0.05 | <0.001 |
Young adults (26–44) | 766 | 35.28 | 22 | 1.01 | 1.07 | 0.58 to 1.99 | 0.83 |
Middle-aged adults (45–60) | 390 | 17.96 | 13 | 0.60 | 1.24 | 0.59 to 2.50 | 0.55 |
Old-aged adults (>60) | 107 | 4.93 | 1 | 0.05 | 0.35 | 0.02 to 1.69 | 0.31 |
Gender | |||||||
Male | 1227 | 56.52 | 23 | 1.06 | 0.02 | 0.01 to 0.03 | <0.001 |
Female | 886 | 40.81 | 35 | 1.61 | 2.11 | 1.24 to 3.64 | 0.006 |
Past infection | |||||||
Yes | 440 | 20.27 | 13 | 0.60 | 0.89 | 0.48 to 1.64 | 0.74 |
No | 1673 | 77.06 | 45 | 2.07 | 1.13 | 0.61 to 2.09 | |
Knowledge on malaria | |||||||
Yes | 1992 | 91.76 | 56 | 2.58 | 0.73 | 0.2 to 2.61 | 0.77 |
No | 121 | 5.57 | 2 | 0.09 | 1.38 | 0.38 to 4.96 |
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Lê, H.G.; Võ, T.C.; Kang, J.-M.; Van Khanh, C.; Trinh, N.T.M.; Hanh, N.T.L.; Cho, M.; Quang, H.H.; Na, B.-K. Molecular Profiles of Antimalarial Drug Resistance in Plasmodium Species from Asymptomatic Malaria Carriers in Gia Lai Province, Vietnam. Microorganisms 2025, 13, 2101. https://doi.org/10.3390/microorganisms13092101
Lê HG, Võ TC, Kang J-M, Van Khanh C, Trinh NTM, Hanh NTL, Cho M, Quang HH, Na B-K. Molecular Profiles of Antimalarial Drug Resistance in Plasmodium Species from Asymptomatic Malaria Carriers in Gia Lai Province, Vietnam. Microorganisms. 2025; 13(9):2101. https://doi.org/10.3390/microorganisms13092101
Chicago/Turabian StyleLê, Hương Giang, Tuấn Cường Võ, Jung-Mi Kang, Chau Van Khanh, Nguyen Thi Minh Trinh, Nguyen Thi Lien Hanh, Minkyoung Cho, Huynh Hong Quang, and Byoung-Kuk Na. 2025. "Molecular Profiles of Antimalarial Drug Resistance in Plasmodium Species from Asymptomatic Malaria Carriers in Gia Lai Province, Vietnam" Microorganisms 13, no. 9: 2101. https://doi.org/10.3390/microorganisms13092101
APA StyleLê, H. G., Võ, T. C., Kang, J.-M., Van Khanh, C., Trinh, N. T. M., Hanh, N. T. L., Cho, M., Quang, H. H., & Na, B.-K. (2025). Molecular Profiles of Antimalarial Drug Resistance in Plasmodium Species from Asymptomatic Malaria Carriers in Gia Lai Province, Vietnam. Microorganisms, 13(9), 2101. https://doi.org/10.3390/microorganisms13092101