| Literature DB >> 27234446 |
Koukeo Phommasone1, Bipin Adhikari2, Gisela Henriques2, Tiengkham Pongvongsa3, Panom Phongmany3, Lorenz von Seidlein4,5, Nicholas J White2,6, Nicholas P J Day2,6, Arjen M Dondorp2,6, Paul N Newton1,6, Mallika Imwong2, Mayfong Mayxay1,6,7.
Abstract
BACKGROUND: A large fraction of Plasmodium infections do not cause clinical signs and symptoms of disease and persist at densities in blood that are not detectable by microscopy or rapid diagnostic tests. These infections may be critical as a transmission reservoir in areas of low malaria endemicity. Understanding the epidemiology of these infections would be helpful for malaria elimination.Entities:
Keywords: Asymptomatic; Lao PDR; Prevalence; RDT; uPCR
Mesh:
Substances:
Year: 2016 PMID: 27234446 PMCID: PMC4882819 DOI: 10.1186/s12936-016-1336-0
Source DB: PubMed Journal: Malar J ISSN: 1475-2875 Impact factor: 2.979
Fig. 1Study sites within Savannakhet Province
Baseline characteristics of the study population (n = 888)
| Characteristics | Results | P value** | ||||
|---|---|---|---|---|---|---|
| Negative | Positive | |||||
|
|
| Mixed ( |
| |||
| Sex | ||||||
| Male (n = 479) | 354 (74 %) | 16 (3 %) | 76 (16 %) | 10 (2 %) | 23 (5 %) | <0.001 |
| Female (n = 409) | 359 (88 %) | 16 (4 %) | 23 (6 %) | 4 (1 %) | 7 (2 %) | |
| Age group | ||||||
| 15–35 years (n = 505) | 383 (76 %) | 22 (4 %) | 73 (15 %) | 8 (2 %) | 19 (4 %) | 0.009 |
| 36–55 years (n = 234) | 196 (84 %) | 7 (3 %) | 20 (9 %) | 5 (2 %) | 6 (3 %) | |
| 56–80 years (n = 149) | 134 (90 %) | 3 (2 %) | 6 (4 %) | 1 (0.7 %) | 5 (3 %) | |
| Mean age in years (n = 888; SD) | 37.0 (16.2) | 32.0 (13.9) | 30.9 (13.6) | 32.9 (13.9) | 34.7 (15.7) | 0.005 |
| History of Fever in the last 48 h | ||||||
| Yes (n = 277) | 223 (80 %) | 17 (6 %) | 26 (9 %) | 4 (1 %) | 7 (3 %) | 0.056 |
| No (n = 611) | 490 (80 %) | 15 (3 %) | 73 (12 %) | 10 (2 %) | 23 (4 %) | |
| Feeling ill in the last 48 h | ||||||
| Yes (n = 451) | 370 (82 %) | 20 (4 %) | 43 (10 %) | 5 (1 %) | 13 (3 %) | 0.186 |
| No (n = 437) | 343 (79 %) | 12 (3 %) | 56 (13 %) | 9 (2 %) | 17 (4 %) | |
| History of malaria | ||||||
| Yes (n = 493) | 367 (74 %) | 21 (4 %) | 76 (15 %) | 10 (2 %) | 19 (4 %) | <0.001 |
| No (n = 385) | 336 (87 %) | 11 (3 %) | 23 (6 %) | 4 (1 %) | 11(3 %) | |
| Episodes of malaria | ||||||
| 0 Episodes (n = 395) | 346 (88 %) | 11 (3 %) | 23 (6 %) | 4 (1 %) | 11 (3 %) | <0.001 |
| 1–3 episodes (n = 409) | 320 (78 %) | 20 (5 %) | 47 (12 %) | 7 (2 %) | 15 (4 %) | |
| >3 episodes (n = 84) | 47 (56 %) | 1 (1 %) | 29 (35 %) | 3 (4 %) | 4 (5 %) | |
| Stay overnight in the forest in the last 3 monthsa | ||||||
| <2 weeks ago (n = 183) | 136 (74 %) | 7 (4 %) | 30 (16 %) | 3 (2 %) | 7 (4 %) | <0.001 |
| 2–4 weeks ago (n = 27) | 16 (59 %) | 1 (4 %) | 8 (30 %) | 1 (4 %) | 1 (4 %) | |
| >4 weeks ago (n = 66) | 43 (65 %) | 1 (2 %) | 15 (23 %) | 4 (6 %) | 3 (5 %) | |
| No forest visits (n = 612) | 518 (85 %) | 23 (4 %) | 46 (8 %) | 6 (1 %) | 19 (3 %) | |
| Travelled outside the village in the last 3 monthsa | ||||||
| Yes (n = 232) | 188 (81 %) | 10 (4 %) | 23 (10 %) | 4 (2 %) | 7 (3 %) | |
| No (n = 656) | 525 (80 %) | 22 (3 %) | 76 (12 %) | 10 (2 %) | 23 (4 %) | 0.902 |
| Bed net use | ||||||
| Every day (n = 682) | 559 (82 %) | 26 (4 %) | 67 (10 %) | 8 (1 %) | 22 (3 %) | 0.132 |
| Sometimes (n = 143) | 108 (76 %) | 3 (2 %) | 24 (17 %) | 4 (3 %) | 4 (3 %) | |
| Never (n = 63) | 46 (73 %) | 3 (5 %) | 8 (13 %) | 2 (3 %) | 4 (6 %) | |
aMixed infection with P.falciparum and P. vivax
** Chi squared test
Parasite prevalence detected by uPCR by village and district (n = 888)
| Villages | Negative | Positive | PfK-13 resistance Marker C580Y | |||
|---|---|---|---|---|---|---|
|
|
|
|
| |||
| Thapangthong District | ||||||
| Maiphosy (n = 50) | 38 (76 %) | 0 | 1 (2 %) | 11 (22 %) | 0 | 1/1 (100 %) |
| Bouttaphan (n = 59) | 42 (71 %) | 1 (2 %) | 2 (3 %) | 14 (24 %) | 0 | 3/3 (100 %) |
| Maixe (n = 58) | 47 (81 %) | 2 (3 %) | 0 | 7 (12 %) | 2 (3 %) | 1/2 (50 %) |
| Phouphanang (n = 56) | 37 (66 %) | 2 (4 %) | 1 (2 %) | 15 (27 %) | 1 (2 %) | 3/3 (100 %) |
| Phoumaly (n = 52) | 42 (81 %) | 1 (2 %) | 1 (2 %) | 6 (12 %) | 2 (4 %) | 2/2 (100 %) |
| Nalao (n = 52) | 40 (77 %) | 1 (2 %) | 2 (4 %) | 7 (13 %) | 2 (4 %) | 0/3 |
| Khampia (n = 49) | 30 (61 %) | 1 (2 %) | 1 (2 %) | 14 (29 %) | 3 (6 %) | 2/2 (100 %) |
| Kengkhai (n = 57) | 50 (88 %) | 0 | 0 | 3 (5 %) | 4 (7 %) | 0/0 |
| Thapangthong Total (n = 433) | 326 (75 %) | 8 (2 %) | 8 (2 %) | 77 (18 %) | 14 (3 %) | 12/16 (75 %) |
| Nong District | ||||||
| Oi Tan Tip (n = 50) | 22 (44 %) | 4 (8 %) | 5 (10 %) | 15 (30 %) | 4 (8 %) | 0/8 |
| Denvilay (n = 50) | 46 (92 %) | 1 (2 %) | 0 | 2 (4 %) | 1 (2 %) | 0/1 |
| Asing na (n = 19) | 15 (79 %) | 1 (5 %) | 0 | 2 (11 %) | 1 (5 %) | 0/1 |
| Asing saly (n = 29) | 27 (93 %) | 0 | 0 | 0 | 2 (7 %) | 0/0 |
| Phounmakmy (n = 57) | 46 (81 %) | 9 (16 %) | 0 | 0 | 2 (4 %) | 0/8 |
| Kaysone (n = 50) | 46 (92 %) | 2 (4 %) | 0 | 1 (2 %) | 1 (2 %) | 0/1 |
| Thathe (n = 49) | 45 (92 %) | 1 (2 %) | 1 (2 %) | 1 (2 %) | 1 (2 %) | 1/2 (50 %) |
| Xuangtai (n = 50) | 44 (88 %) | 3 (6 %) | 0 | 0 | 3 (6 %) | 0/1 |
| Paloy (n = 47) | 45 (96 %) | 1 (2 %) | 0 | 1 (2 %) | 0 | 1/1 (100 %) |
| Salang (n = 54) | 51 (94 %) | 2 (4 %) | 0 | 0 | 1 (2 %) | 0/2 |
| Nong Total (n = 455) | 387 (85 %) | 24 (5 %) | 6 (1 %) | 22 (5 %) | 16 (4 %) | 2/28 (7 %) |
| Overall Total (n = 888) | 713 (80 %) | 32 (4 %) | 14 (2 %) | 99 (11 %) | 30 (3 %) | 14/44 (32 %) |
Pf Plasmodium falciparum, Pv Plasmodium vivax
Plasmodium species identification by RDT and qPCR
| RDT | qPCR | |||||
|---|---|---|---|---|---|---|
| Negative |
|
| Mixeda |
| Total | |
| Negative | 708 | 23 | 96 | 13 | 30 | 870 |
|
| 0 | 7 | 0 | 1 | 0 | 8 |
| Non-falciparum | 4 | 0 | 2 | 0 | 0 | 6 |
| Mixed infectiona | 1 | 2 | 1 | 0 | 0 | 4 |
| Total | 713 | 32 | 99 | 14 | 30 | 888 |
a P. falciparum and P. vivax
RDT performance characteristics (sensitivity, specificity, positive predictive value, negative predictive value)
| RDT | |||||
|---|---|---|---|---|---|
| Sensitivity % (95 % CI) | Specificity % (95 % CI) | PPV (95 % CI) | NPV (95 % CI) | ||
| uPCR |
| 27.8 (14.2–45.2) | 99.9 (99.1–100) | 90.9 (57.1–99.5) | 96.5 (94.8–97.6) |
|
| 2.7 (0.7–8.2) | 99.3 (98.3–99.7) | 37.5 (10.2–74.1) | 86.7 (84.1–88.9) | |
PPV positive predictive value, NPV negative predictive value
Multiple logistic regression analysis to identify independently significant variables associated with P. vivax mono-infections (n = 99)
| Covariates | Univariate analysis | P value | Multivariate analysis | P value |
|---|---|---|---|---|
| Crude OR (95 % CI) | Adj. OR (95 % CI) | |||
| Sex male (n = 812) | 3.35 (2.06–5.46) | <0.001 | 4.76 (2.84–8.00)a | <0.001 |
| Age (n = 812) | 0.97 (0.96–0.99) | 0.001 | 0.98 (0.96–0.99)b | 0.002 |
| District Nong (n = 812) | 0.21 (0.13–0.34) | <0.001 | 0.16 (0.10–0.27)c | <0.001 |
| History of Fever in the previous 48 h (n = 812) | 0.78 (0.49–1.26) | 0.31 | 1.02 (0.61–1.72)d | 0.92 |
| Feeling ill in the previous 48 h (n = 812) | 0.71 (0.47–1.09) | 0.12 | 0.98 (0.62–1.55)d | 0.92 |
| History of 3 or more malaria episodes (n = 802) | 9.28 (4.96–17.36) | <0.001 | 1.56 (1.08–2.25)d | 0.02 |
| Stay overnight in the forest in the last 3 months (n = 812) | 3.06 (2.00–4.70) | <0.001 | 2.45 (1.17–5.11)d | 0.02 |
| Travelled outside the village in the last 3 months (n = 812) | 0.85 (0.51–1.39) | 0.50 | 0.92 (0.54–1.57)d | 0.76 |
| Bed net never used (n = 812) | 1.28 (0.58–2.79) | 0.31 | 1.55 (0.66–3.66)d | 0.45 |
aadjusted for age and district
badjusted for sex and district
cadjusted for age and sex
dadjusted for age, sex and district
Multiple logistic regression analysis to identify independently significant variables associated with P. falciparum mono-infections (n = 32)
| Covariates | Univariate analysis | P value | Multivariate analysis | P value |
|---|---|---|---|---|
| Crude OR (95 % CI) | OR adj. (95 % CI) | |||
| Sex male (n = 745) | 1.01 (0.50–2.06) | 0.97 | 0.84 (0.87–4.65)a | 0.65 |
| Age (n = 745) | 0.97 (0.96–1.00) | 0.01 | 0.98 (0.95–1.00)b | 0.08 |
| District Nong (n = 745) | 1.89 (0.84–4.3) | 0.12 | 2.02 (0.87–4.65)c | 0.10 |
| History fever in the last 48 h (n = 745) | 2.49 (1.22–5.08) | 0.01 | 2.47 (1.20–5.08)d | 0.01 |
| Feeling ill in the last 48 h (n = 745) | 1.55 (0.74–3.21) | 0.24 | 1.70 (0.81–3.59)d | 0.16 |
| History of any malaria (n = 735) | 1.75 (0.83–3.68) | 0.14 | 1.68 (0.79–3.61)d | 0.18 |
| History of 3 or more malaria episodes (n = 735) | 0.67 (0.09–5.30) | 0.70 | 0.87 (0.10–7.40)d | 0.90 |
| Stay overnight in the forest in the previous 3 months (n = 745) | 1.04 (0.47–2.28) | 0.92 | 1.04 (0.44–2.41)d | 0.94 |
| Travelled outside the village in the previous 3 months (n = 745) | 1.27 (0.59–2.73) | 0.54 | 1.91 (0.55–2.58)d | 0.66 |
| Bed net never used (n = 745) | 1.50 (0.44–5.11) | 0.52 | 1.18 (0.34–4.10)d | 0.80 |
aadjusted for age and district
badjusted for sex and district
cadjusted for age and sex
dadjusted for age, sex and district