Malaria Epidemiology and Plasmodium Species–Specific Antimalarial Treatment Patterns Among RDT–Confirmed Cases in Northwestern Pakistan
Abstract
1. Introduction
2. Materials and Methods
2.1. Study Area
2.2. Study Design, Participants Recruitment and Sample Size
2.3. Ethical Approval and Informed Consent
2.4. Questionnaire and Participants Inclusion Criteria
2.5. Blood Collection and Rapid Immunochromatographic Assay
2.6. Statistical Analysis
3. Results
3.1. Malaria and Sociodemographic Features
3.2. Temporal Factors Linked to Malaria
3.3. Clinical Aspects Linked to Malaria
3.4. Multivariate Logistic Regression Analysis
3.5. Species-Specific Antimalarial Treatment Pattern
4. Discussion
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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| Variable | Category | Total n (%) | Positive n (%) | Coefficient | OR (95% CI) | p-Value |
|---|---|---|---|---|---|---|
| Gender | Male (Ref) | 4499 (48.8) | 1723 (38) | 1 | ||
| Female | 4712 (51.2) | 1618 (34) | −0.1713 | 0.84 (0.77–0.91) | 0.0001 *** | |
| Age Group | 1–20 (Ref) | 5419 (58.8) | 2177 (40) | 1 | ||
| 21–40 | 3170 (34.4) | 983 (31) | −0.4014 | 0.66 (0.61–0.73) | <0.001 *** | |
| 41–60 | 555 (6) | 161 (29) | −0.4967 | 0.60 (0.50–0.73) | <0.001 *** | |
| >60 | 67 (0.7) | 20 (29.8) | −0.4562 | 0.63 (0.37–1.07) | 0.0892 NS | |
| Locality | Outside (Ref) | 179 (1.9) | 42 (23) | 1 | ||
| Rural | 7294 (79.2) | 2789 (38) | 0.7028 | 2.01 (1.42–2.86) | 0.0001 *** | |
| Urban | 1738 (18.9) | 510 (29) | 0.3036 | 1.35 (0.94–1.94) | 0.0991 NS | |
| Tehsils | Adjacent areas (Ref) | 179 (1.9) | 42 (23) | 1 | ||
| D.I.K | 2630 (28.6) | 872 (33) | 0.4812 | 1.61 (1.13–2.30) | 0.0079 ** | |
| Daraban | 619 (6.7) | 261 (42) | 0.8663 | 2.37 (1.62–3.48) | <0.001 *** | |
| Kulachi | 5382 (58.4) | 2008 (37) | 0.6634 | 1.94 (1.36–2.75) | 0.0002 *** | |
| Paharpur | 380 (4.1) | 151 (39.7) | 0.7659 | 2.15 (1.43–3.21) | 0.0002 *** | |
| Parova | 21 (0.2) | 7 (33) | 0.4892 | 1.63 (0.61–4.30) | 0.3234 NS | |
| Occupation | Child (Ref) | 2873 (31.2) | 1177 (40.9) | 1 | ||
| Farmer | 611 (6.6) | 191 (31) | −0.4227 | 0.65 (0.54–0.78) | <0.001 *** | |
| Housewife | 2332 (25.3) | 708 (30) | −0.4649 | 0.62 (0.5–0.70) | <0.001 *** | |
| Job | 52 (0.6) | 21 (40) | −0.0242 | 0.97 (0.55–1.70) | 0.9325 NS | |
| Labour (Manual work) | 1078 (11.7) | 382 (35) | −0.2346 | 0.79 (0.68–0.91) | 0.001 *** | |
| Other | 295 (3) | 103 (34.9) | −0.2575 | 0.77 (0.60–0.99) | 0.0441 * | |
| Student | 1970 (21.4) | 759 (38) | −0.1019 | 0.90 (0.80–1.01) | 0.0887 NS | |
| Travel History | No (Ref) | 9144 (99.3) | 3307 (36) | 1 | ||
| Yes | 67 (0.7) | 34 (50.7) | 0.598 | 1.81 (1.12–2.94) | 0.0148 ** | |
| Season | Dry (Ref) | 8314 (90.3) | 3001 (36) | 1 | ||
| Rainy | 897 (9.7) | 340 (37.9) | 0.0776 | 1.08 (0.93–1.24) | 0.2846 NS | |
| Bed Nets | No (Ref) | 7297 (79.2) | 2636 (36) | 1 | ||
| Yes | 1914 (20.8) | 705 (36.8) | 0.0306 | 1.03 (0.92–1.14) | 0.5656 NS | |
| Water reservoir | No (Ref) | 2544 (27.6) | 853 (33.5) | 1 | ||
| Yes | 6667 (72.4) | 2488 (37) | 1.2044 | 3.33 (3.00–3.70) | <0.001 *** | |
| Annual Spray | No (Ref) | 7529 (81.7) | 2978 (39.5) | 1 | ||
| Yes | 1682 (18.3) | 363 (21) | −0.8661 | 0.42 (0.37–0.47) | <0.001 *** |
| Variable | Category | Total n (%) | Positive n (%) | Coefficient | OR (95% CI) | p-Value |
|---|---|---|---|---|---|---|
| Month | Jan (Ref) | 319 (3.5) | 81 (25) | 1 | ||
| Feb | 395 (4.3) | 68 (17) | −0.495 | 0.61 (0.42–0.88) | 0.008 ** | |
| Mar | 305 (3.3) | 32 (10) | −1.079 | 0.34 (0.22–0.54) | <0.001 *** | |
| Apr | 340 (3.7) | 76 (22) | −0.163 | 0.85 (0.59–1.21) | 0.360 NS | |
| May | 965 (10.5) | 250 (25.9) | 0.03 | 1.03 (0.77–1.37) | 0.855 NS | |
| Jun | 1131 (12.3) | 391 (34.5) | 0.438 | 1.55 (1.17–2.05) | 0.002 ** | |
| Jul | 2599 (28.2) | 919 (35) | 0.476 | 1.61 (1.23–2.09) | <0.001 *** | |
| Aug | 1294 (14) | 518 (40) | 0.673 | 1.96 (1.49–2.58) | <0.001 *** | |
| Sep | 1061 (11.5) | 614 (57.8) | 1.396 | 4.04 (3.05–5.34) | <0.001 *** | |
| Oct | 452 (4.9) | 233 (51.5) | 1.141 | 3.13 (2.29–4.27) | <0.001 *** | |
| Nov | 180 (2) | 96 (53) | 1.212 | 3.36 (2.28–4.94) | <0.001 *** | |
| Dec | 170 (1.8) | 63 (37) | 0.548 | 1.73 (1.16–2.58) | 0.007 ** | |
| Year | 2024 (Ref) | 4688 (50.9) | 1855 (39.5) | 1 | ||
| 2025 | 4523 (49.1) | 1486 (32.8) | −0.2913 | 0.74 (0.68–0.81) | <0.001 *** |
| Variable | Category | Total n (%) | Positive n (%) | Coefficient | OR (95% CI) | p-Value |
|---|---|---|---|---|---|---|
| Drugs | ||||||
| CQ | No | 2607 (78.03) | 2607 (100) | |||
| Yes | 734 (21.97) | 734 (100) | ||||
| AL | No | 733 (21.94) | 733 (100) | |||
| Yes | 2608 (78.06) | 2608 (100) | ||||
| PQ | No | 746 (22.32) | 746 (100) | |||
| Yes | 2595 (77.69) | 2595 (100) | ||||
| Blood Group | A+ (Ref) | 495 (5.4) | 174 (35) | 1 | ||
| A− | 1203 (13.1) | 483 (40) | 0.213 | 1.24 (1.00–1.54) | 0.055 NS | |
| AB− | 1019 (11.1) | 347 (34) | −0.049 | 0.95 (0.76–1.19) | 0.673 NS | |
| AB+ | 1862 (20.2) | 642 (34) | −0.030 | 0.97 (0.79–1.20) | 0.78 NS | |
| B− | 246 (2.7) | 86 (34.9) | −0.008 | 0.99 (0.72–1.37) | 0.959 NS | |
| B+ | 4329 (47) | 1580 (36) | 0.059 | 1.06 (0.87–1.29) | 0.555 NS | |
| O− | 47 (0.5) | 22 (46.8) | 0.485 | 1.62 (0.89–2.96) | 0.115 NS | |
| O+ | 10 (0.1) | 7 (70) | 1.46 | 4.30 (1.10–16.86) | 0.036 * | |
| Symptoms | Abdominal pain with Fever (Ref) | 1369 (14.9) | 499 (36) | 1 | ||
| Fever | 4796 (52.1) | 1740 (36) | −0.0073 | 0.99 (0.87–1.12) | 0.9083 NS | |
| Fever with Chills | 1515 (16.4) | 539 (35.5) | −0.0379 | 0.96 (0.82–1.12) | 0.626 NS | |
| Joint pain with Fever | 1531 (16.6) | 563 (36.7) | 0.0139 | 1.01 (0.87–1.17) | 0.8568 NS | |
| Pregnancy | No (Ref) | 9130 (99.1) | 3285 (35.9) | 1 | ||
| Yes | 81 (0.9) | 56 (69) | 1.3827 | 3.98 (2.48–6.39) | <0.001 *** |
| Predictor Variable | Adjusted Odds Ratio (95% CI) | p-Value |
|---|---|---|
| Gender | ||
| F vs. M | 0.85 (0.78, 0.94) | 0.001 ** |
| Age groups | ||
| 21–40 vs. 1–20 | 0.64 (0.58, 0.71) | <0.001 *** |
| 41–60 vs. 1–20 | 0.58 (0.47, 0.71) | <0.001 *** |
| >60 vs. 1–20 | 0.53 (0.27, 0.90) | 0.02 * |
| Pregnancy | ||
| Yes vs. No | 4.96 (2.95, 8.34) | 0.001 *** |
| Blood Groups | ||
| A− vs. A+ | 0.81 (0.64, 1.02) | 0.08 NS |
| B+ vs. A+ | 0.77 (0.64, 0.93) | 0.006 ** |
| B− vs. A+ | 0.78 (0.67, 0.92) | 0.003 ** |
| AB+ vs. A+ | 0.79 (0.58, 1.08) | 0.14 NS |
| AB− vs. A+ | 0.86 (0.75, 0.99) | 0.04 * |
| O+ vs. A+ | 1.39 (0.75, 2.58) | 0.29 NS |
| O− vs. A+ | 2.88 (0.69, 11.9) | 0.14 NS |
| Months | ||
| February vs. January | 2.25 (1.69, 3.01) | <0.001 *** |
| March vs. January | 2.31 (1.52, 3.51) | <0.001 *** |
| April vs. January | 0.76 (0.52, 1.11) | 0.16 NS |
| May vs. January | 1.20 (0.83, 1.74) | 0.31 NS |
| June vs. January | 1.81 (1.37, 2.38) | <0.001 *** |
| July vs. January | 1.83 (1.37, 2.45) | <0.001 *** |
| August vs. January | 0.39 (0.25, 0.62) | <0.001 *** |
| September vs. January | 1.19 (0.87, 1.61) | 0.25 NS |
| October vs. January | 3.78 (2.53, 5.66) | <0.001 *** |
| November vs. January | 3.78 (2.73, 5.24) | <0.001 *** |
| December vs. January | 4.97 (3.71, 6.66) | <0.001 *** |
| Water reservoir | ||
| No vs. Yes | 1.04 (0.93, 1.15) | 0.45 NS |
| Mosquito Nets | ||
| No vs. Yes | 6.17 (4.96, 7.67) | <0.001 *** |
| Annual Insecticidal Spray | ||
| No vs. Yes | 0.08 (0.06, 0.10) | <0.001 *** |
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Mansoor, A.; Narjis, G.; Abdelmalek, I.B.; Firasat, S.; Naz, I.; Afshan, K. Malaria Epidemiology and Plasmodium Species–Specific Antimalarial Treatment Patterns Among RDT–Confirmed Cases in Northwestern Pakistan. Trop. Med. Infect. Dis. 2026, 11, 194. https://doi.org/10.3390/tropicalmed11070194
Mansoor A, Narjis G, Abdelmalek IB, Firasat S, Naz I, Afshan K. Malaria Epidemiology and Plasmodium Species–Specific Antimalarial Treatment Patterns Among RDT–Confirmed Cases in Northwestern Pakistan. Tropical Medicine and Infectious Disease. 2026; 11(7):194. https://doi.org/10.3390/tropicalmed11070194
Chicago/Turabian StyleMansoor, Aqsa, Ghulam Narjis, Imen Ben Abdelmalek, Sabika Firasat, Iffat Naz, and Kiran Afshan. 2026. "Malaria Epidemiology and Plasmodium Species–Specific Antimalarial Treatment Patterns Among RDT–Confirmed Cases in Northwestern Pakistan" Tropical Medicine and Infectious Disease 11, no. 7: 194. https://doi.org/10.3390/tropicalmed11070194
APA StyleMansoor, A., Narjis, G., Abdelmalek, I. B., Firasat, S., Naz, I., & Afshan, K. (2026). Malaria Epidemiology and Plasmodium Species–Specific Antimalarial Treatment Patterns Among RDT–Confirmed Cases in Northwestern Pakistan. Tropical Medicine and Infectious Disease, 11(7), 194. https://doi.org/10.3390/tropicalmed11070194

