| Literature DB >> 28728558 |
Francois Kiemde1, Massa Dit Achille Bonko2, Marc Christian Tahita2, Palpouguini Lompo2, Toussaint Rouamba2, Halidou Tinto2, Michael Boele van Hensbroek3, Petra F Mens4, Henk D F H Schallig4.
Abstract
BACKGROUND: It remains challenging to distinguish malaria from other fever causing infections, as a positive rapid diagnostic test does not always signify a true active malaria infection. This study was designed to determine the influence of other causes of fever, prior anti-malarial treatment, and a possible seasonality of the performance of a PfHRP2 RDT for the diagnosis of malaria in children under-5 years of age living in a malaria endemic area.Entities:
Keywords: Accuracy; Diagnosis; Fever; Malaria; RDT-PfHRP2; Sensitivity; Specificity
Mesh:
Substances:
Year: 2017 PMID: 28728558 PMCID: PMC5520287 DOI: 10.1186/s12936-017-1941-6
Source DB: PubMed Journal: Malar J ISSN: 1475-2875 Impact factor: 2.979
Baseline characteristics of the study population enrolled at the health facilities and the district hospital
| Included N = 683 | Malaria microscopy positive n = 340 | Malaria microscopy negative n = 343 |
|
| |
|---|---|---|---|---|---|
| Sex (%) | |||||
| Male | 369 (54.0) | 176 (51.8) | 193 (56.3) | 256 (53.9) | 113 (54.3) |
| Female | 314 (46.0) | 164 (48.2) | 150 (43.7) | 219 (46.1) | 95 (45.7) |
| Age (%), months | |||||
| ≤12 | 200 (29.3) | 64 (18.8) | 136 (39.7) | 110 (23.2) | 90 (43.3) |
| >12 | 483 (70.7) | 276 (81.2) | 207 (60.3) | 365 (76.8) | 118 (56.7) |
| Temperature (%), °C | |||||
| ≥37.5–≤38.5 | 340 (49.8) | 153 (45.0) | 187 (54.5) | 221 (46.5) | 119 (57.2) |
| >38.5–≤39.5 | 241 (35.3) | 123 (36.2) | 118 (34.4) | 177 (37.3) | 64 (30.8) |
| >39.5 | 102 (14.9) | 64 (18.8) | 38 (11.1) | 77 (16.2) | 25 (12.0) |
| All causes (%) | 73 (10.7) | 11 (3.2) | 62 (18.1) | 47 (9.9) | 26 (12.5) |
| BSI (%) | 41 (6.0) | 6 (1.8) | 35 (10.2) | 29 (6.1) | 12 (5.8) |
| UTI (%) | 10 (1.5) | 3 (0.9) | 7 (2.0) | 9 (1.9) | 1 (0.5) |
| Rotavirus/adenovirus (%) | 25 (3.7) | 3 (0.9) | 22 (6.4) | 12 (2.5) | 12 (5.8) |
BSI: bloodstream infection; UTI: urinary tract infection; PfHRP2: Plasmodium falciparum histidine-rich protein-2
Agreement between expert malaria microscopy and PfHRP2 RDT
| True positive n (%) | True negative n (%) | False positive n (%) | False negative n (%) | |
|---|---|---|---|---|
| Whole year (N = 683) | 334 (48.9) | 202 (29.6) | 141 (20.6) | 6 (0.9) |
| Dry season (N = 344) | 97 (28.2) | 160 (46.5) | 84 (24.4) | 3 (0.9) |
| Rainy season (N = 339) | 237 (69.9) | 42 (12.4) | 57 (16.8) | 3 (0.9) |
Number of observed agreements: 536 (78.48% of the of the observation)
Number of agreement expected by chance: 340.9 (49.91% of the observation)
Kappa = 0.570
SE of Kappa = 0.029
95% confidence interval: from 0.514 to 0.627
The strength of agreement is considered to be “moderate”
p < 0.00001
Diagnostic performance of PfHRP2-RDT compared with expert microscopy (gold standard) for detection of malaria in febrile children
| Accuracy parameters | Value % (n/N) | Confidence intervals (95% CI) |
|---|---|---|
| Diagnostic performance all year | ||
| Sensitivity | 98.2 (334/340) | 96.2–99.3 |
| Specificity | 58.9 (202/343) | 53.5–64.1 |
| Positive predictive value | 70.3 (334/475) | 66–74.4 |
| Negative predictive value | 97.1 (202/208) | 93.8–98.9 |
| Diagnostic performance during dry season | ||
| Sensitivity | 97.0 (97/100) | 91.5–99.4 |
| Specificity | 65.6 (160/244) | 59.2–71.5 |
| Positive predictive value | 53.6 (97/181) | 46–61 |
| Negative predictive value | 98.2 (160/163) | 94.7–99.6 |
| Diagnostic performance during rainy season | ||
| Sensitivity | 98.8 (237/240) | 96.4–99.7 |
| Specificity | 42.4 (42/99) | 32.5–52.8 |
| Positive predictive value | 80.6 (237/294) | 75.6–85 |
| Negative predictive value | 93.3 (42/45) | 81.7–98.6 |
Laboratory findings and previous antimalarial use reported per RDT outcome
| Characteristics | n/N (%) |
|---|---|
| False malaria positive | 141 |
| Laboratory data | |
| Alternative cause of fever | 36/141 (25.5) |
| Bacterial bloodstream infection (BSI) | 23/141 (16.3) |
| Rotavirus/adenovirus | 9/141 (6.4) |
| Urinary tract infection (UTI) | 6/141 (4.3) |
| Previous antimalarial use reported | 14/141 (9.9) |
| True malaria negative | 202 |
| Laboratory data | |
| Alternative cause of fever | 26/202 (12.9) |
| Bloodstream infection (BSI) | 12/202 (5.9) |
| Rotavirus/adenovirus | 13/202 (6.4) |
| Urinary tract infection (UTI) | 01/202 (0.5) |
| Previous antimalarial use reported | 19/202 (9.4) |
| True malaria positive | 334 |
| Laboratory data | |
| Alternative cause of fever | 11/334 (3.3) |
| Bloodstream infection (BSI) | 06/334 (1.8) |
| Rotavirus/adenovirus | 03/334 (0.9) |
| Urinary tract infection (UTI) | 03/334 (0.9) |
| Previous antimalarial use reported | 01/334 (0.3) |
Diagnostic performance of the RDT after correcting for the influence of other febrile illnesses and previous antimalarial intake per season
| True positive n (%) | True negative n (%) | False positive n (%) | False negative n (%) | |
|---|---|---|---|---|
| Performance if bBSI, UTI, vGII and previous antimalarial intake are excluded | ||||
| Whole season (N = 583) | 320 (54.9) | 162 (27.8) | 95 (16.3) | 6 (1.0) |
| Dry season (N = 280) | 89 (31.8) | 127 (45.4) | 61 (21.8) | 3 (1.1) |
| Rainy season (N = 303) | 231 (76.2) | 35 (11.5) | 34 (11.2) | 3 (1.0) |
| Performance after exclusion of bBSI | ||||
| Whole season (N = 642) | 328 (51.1) | 190 (29.6) | 118 (18.4) | 6 (0.9) |
| Dry season (N = 326) | 91 (27.9) | 153 (46.9) | 79 (24.2) | 3 (0.9) |
| Rainy season (N = 316) | 237 (75.0) | 37 (11.7) | 39 (12.3) | 3 (0.9) |
| Performance after exclusion of UTI | ||||
| Whole season (N = 671) | 329 (49.0) | 201 (30.0) | 135 (20.1) | 6 (0.9) |
| Dry season (N = 342) | 97 (28.4) | 159 (46.5) | 83 (24.3) | 3 (0.9) |
| Rainy season (N = 329) | 232 (70.5) | 42 (12.8) | 52 (15.8) | 3 (0.9) |
| Performance after exclusion of vGII | ||||
| Whole season (N = 647) | 326 (50.4) | 188 (29.1) | 127 (19.6) | 6 (0.9) |
| Dry season (N = 318) | 94 (29.6) | 147 (46.2) | 74 (23.3) | 3 (0.9) |
| Rainy season (N = 329) | 232 (70.5) | 41 (12.5) | 53 (16.1) | 3 (0.9) |
| Performance if UTI and vGII are excluded | ||||
| Whole season (N = 615) | 325 (52.8) | 171 (27.8) | 113 (18.4) | 6 (1.0) |
| Dry season (N = 295) | 94 (31.9) | 133 (45.1) | 65 (22.0) | 3 (1.0) |
| Rainy season (N = 320) | 231 (72.2) | 38 (11.9) | 48 (15.0) | 3 (0.9) |
| Performance if antimalarial intake in the previous 2 weeks is excluded | ||||
| Whole season (N = 648) | 333 (51.4) | 182 (28.1) | 127 (19.6) | 6 (0.9) |
| Dry season (N = 318) | 97 (30.5) | 143 (45.0) | 75 (23.6) | 3 (0.9) |
| Rainy season (N = 330) | 236 (71.5) | 39 (11.8) | 52 (15.8) | 3 (0.9) |
Number of observed agreements: 499 (81.80% of the of the observation)
Number of agreement expected by chance: 314.7 (51.59% of the observation)
Kappa = 0.624
SE of Kappa = 0.030
95% confidence interval: from 0.565 to 0.684
The strength of agreement is considered to be “good”
p < 0.00001
Accuracy of RDT compared to expert microscopy for the detection of malaria in febrile children after exclusion of children with other bacterial or viral infections and previous antimalarial intake stratified per season
| Accuracy parameters | Whole year | Dry season | Rainy season | |||
|---|---|---|---|---|---|---|
| Value % (n/N) | 95% CI | Value % (n/N) | 95% CI | Value % (n/N) | 95% CI | |
| Accuracy after exclusion of bBSI, UTI, vGII and previous antimalarial intake | ||||||
| Sensitivity | 98.2 (320/326) | 96.0–99.3 | 96.7 (89/92) | 90.8–99.3 | 98.7 (231/234) | 96.3–99.7 |
| Specificity | 63.0 (162/257) | 56.8–69.0 | 67.6 (127/188) | 60.4–74.2 | 50.7 (35/69) | 38.4–63 |
| PPV | 77.1 (320/415) | 72.8–81.1 | 59.3 (89/150) | 51–67.3 | 87.2 (231/265) | 82.5–90.9 |
| NPV | 96.4 (162/168) | 92.4–98.7 | 97.7 (127/130) | 93.4–99.5 | 92.1 (35/38) | 78.6–98.3 |
| Accuracy after exclusion of bBSI | ||||||
| Sensitivity | 98.2 (328/334) | 96.1–99.3 | 96.8 (91/94) | 91–99.3 | 98.8 (237/240) | 96.4–99.7 |
| Specificity | 61.7 (190/308) | 56–67.1 | 65.9 (153/232) | 59.5–72 | 48.7 (37/76) | 37–60.4 |
| PPV | 73.5 (328/446) | 69.2–77.6 | 53.5 (91/170) | 45.7–61.2 | 85.9 (237/276) | 81.2–89.8 |
| NPV | 96.9 (190/196) | 93.5–98.9 | 98.1 (153/156) | 94.5–99.6 | 92.5 (37/40) | 79.6–98.4 |
| Accuracy after exclusion of UTI | ||||||
| Sensitivity | 98.2 (329/335) | 96.1–99.3 | 97.0 (97/100) | 91.5–99.4 | 98.7 (232/235) | 96.3–99.7 |
| Specificity | 59.8 (201/336) | 54.4–65.1 | 65.7 (159/242) | 59.4–71.7 | 44.7 (42/94) | 34.4–55.3 |
| PPV | 70.9 (329/464) | 66.5–75 | 53.9 (97/180) | 46.3–61.3 | 81.7 (232/284) | 76.7–86 |
| NPV | 97.1 (201/207) | 93.8–98.9 | 98.1 (159/162) | 94.7–99.6 | 93.3 (42/45) | 81.7–98.6 |
| Accuracy after exclusion of vGII | ||||||
| Sensitivity | 98.2 (326/332) | 96.2–99.3 | 96.9 (94/97) | 91.2–99.4 | 98.7 (232/235) | 96.4–99.7 |
| Specificity | 59.7 (188/315) | 53.3–64.3 | 66.5 (147/221) | 59.8–72.5 | 43.6 (41/94) | 31.9–52.2 |
| PPV | 72.0 (326/453) | 67.1–75.6 | 55.9 (94/168) | 47.8–63.2 | 81.4 (232/285) | 75.6–85 |
| NPV | 96.9 (188/194) | 93.4–98.9 | 98.0 (147/150) | 94.3–99.6 | 93.2 (41/44) | 81.3–98.6 |
| Accuracy after exclusion of UTI and vGII | ||||||
| Sensitivity | 98.2 (325/331) | 96.1–99.3 | 96.9 (94/97) | 91.2–99.4 | 98.7 (231/234) | 96.3–99.7 |
| Specificity | 60.2 (171/284) | 54.3–65.9 | 67.2 (133/198) | 60.2–73.7 | 44.2 (38/86) | 33.5–55.3 |
| PPV | 74.2 (325/438) | 69.8–78.2 | 59.1 (94/159) | 51.1–66.8 | 82.8 (231/279) | 77.8–87 |
| NPV | 96.6 (171/177) | 92.8–98.7 | 97.8 (133/136) | 93.7–99.5 | 92.7 (38/41) | 80.1–98.5 |
| Accuracy after exclusion of antimalarial intake during the previous 2 weeks | ||||||
| Sensitivity | 98.2 (333/339) | 96.2–99.3 | 97.0 (97/100) | 91.5–99.4 | 98.7 (236/239) | 96.4–99.7 |
| Specificity | 58.9 (182/309) | 53.2–64.4 | 65.6 (143/218) | 58.9–71.9 | 42.9 (39/91) | 32.5–53.7 |
| PPV | 72.4 (333/460) | 68.1–76.4 | 56.4 (97/172) | 48.6–63.9 | 81.9 (236/288) | 77–86.2 |
| NPV | 96.8 (182/188) | 93.2–98.8 | 97.9 (143/146) | 94.1–99.6 | 92.9 (39/42) | 80.5–98.5 |
PPV: positive predictive value; NPV: negative predictive value