| Literature DB >> 27899111 |
Carlos Hernando Niño1, Juan Ricardo Cubides1, Paola Andrea Camargo-Ayala1, Carlos Arturo Rodríguez-Celis2, Teódulo Quiñones1, Moisés Tomás Cortés-Castillo1, Lizeth Sánchez-Suárez1, Ricardo Sánchez1,3, Manuel Elkin Patarroyo1,3, Manuel Alfonso Patarroyo4,5.
Abstract
BACKGROUND: Malaria is a worldwide public health problem; parasites from the genus Plasmodium spp. are the aetiological agent of this disease. The parasite is mainly diagnosed by microscope-based techniques. However, these have limited sensitivity. Many asymptomatic infections are sub-microscopic and can only be detected by molecular methods. This study was aimed at comparing nested PCR results to those obtained by microscope for diagnosing malaria and to present epidemiological data regarding malaria in Colombia's Amazon department.Entities:
Keywords: Colombian Amazon region; Malaria; Microscopy; Nested PCR; Thick blood smear
Mesh:
Year: 2016 PMID: 27899111 PMCID: PMC5129613 DOI: 10.1186/s12936-016-1629-3
Source DB: PubMed Journal: Malar J ISSN: 1475-2875 Impact factor: 2.979
Estimated prevalence by thick blood smear test (TBS) and PCR of 1392 samples for species and type of malarial infection
| No. of positives (prevalence) | Change in prevalence (%)a | ||
|---|---|---|---|
| TBS n (%) | PCR n (%) | ||
| Infective species | |||
| | 104 (7.47) | 255 (18.32) | 10.85 |
| | 509 (36.57) | 996 (71.55) | 34.99 |
| | 0 (0.00) | 538 (38.65) | 38.65 |
| Type of infection | |||
| | 12 (0.86) | 111 (7.97) | 7.11 |
| | 0 (0.00) | 340 (24.43) | 24.43 |
| | 0 (0.00) | 29 (2.08) | 2.08 |
| | 0 (0.00) | 52 (3.74) | 3.74 |
Positive sample frequencies and prevalence estimations according to each diagnostic test
TBS, thick blood smear; Pf, Plasmodium falciparum; Pv, Plasmodium vivax; Pm, Plasmodium malariae; co-infections are separated by a slash (/) sign
aChange in prevalence was calculated as the difference between prevalence values for each diagnostic test
Comparing TBS and PCR diagnosis regarding malarial detection
| TBS detection | PCR detection | Total, n (%) | |
|---|---|---|---|
| Positive | Negative | ||
| Positive | 596 | 5 | 601 (43.18) |
| Negative | 609 | 182 | 791 (56.82) |
| Total n (%) | 1205 (86.57) | 187 (13.43) | 1392 (100) |
| Agreement (%) | 55.89 | ||
| Cohen’s Kappa | 0.198 [0.181–0.214] | ||
Positive and negative sample frequency for detection by PCR diagnosis compared to TBS diagnosis
TBS, thick blood smear
Fig. 1Detection agreement between TBS and PCR diagnosis with regards to single and mixed infections. Percentages of single, double and triple infections for PCR assay compared to TBS test
Comparing TBS and PCR diagnosis regarding species and types of malarial infection
| Species detected by TBS | Species detected by PCR | Total n (%) | |||||||
|---|---|---|---|---|---|---|---|---|---|
|
|
|
|
|
|
|
| Negative | ||
|
| 14 | 21 | 3 | 20 | 11 | 11 | 12 | 0 | 92 (6.6) |
|
| 11 | 220 | 30 | 20 | 188 | 3 | 20 | 5 | 497 (35.7) |
|
| 0 | 7 | 1 | 1 | 3 | 0 | 0 | 0 | 12 (0.86) |
| Negative | 38 | 245 | 83 | 70 | 138 | 15 | 20 | 182 | 791 (56.8) |
| Total n (%) | 63 (4.53) | 493 (35.42) | 117 (8.41) | 111 (7.97) | 340 (24.43) | 29 (2.08) | 52 (3.74) | 187 (13.43) | 1392 (100) |
Frequencies for samples identified according to infecting species and type of mixed infection by PCR diagnosis compared to TBS assay
TBS, thick blood smear; Pf, Plasmodium falciparum; Pv, Plasmodium vivax; Pm, Plasmodium malariae; co-infections are separated by a slash (/) sign
Statistical indicators of PCR diagnosis performance
| Estimator/aspect | Sensitivity (%) [95% CI]b | Specificity (%) [95% CI]b | (PPV) (%) [95% CI]a,b | (NPV) (%) [95% CI]a,b | Accuracy (%) [95% CI]b | Youden index [95% CI]b | (AUC) [95% CI] |
|---|---|---|---|---|---|---|---|
|
| 99.81 [99.00, 100.49] | 23.79 [20.83, 26.74] | 50.60 [47.51, 53.68] | 99.39 [96.75, 101.65] | 57.15 [54.34, 59.99] | 0.24 [0.20, 0.27] | 0.611 [0.596, 0.626] |
|
| 55.82 [46.27, 65.41] | 85.24 [83.21, 87.14] | 26.44 [20.61, 32.48] | 95.31 [93.98, 96.63] | 82.69 [80.60, 84.75] | 0.41 [0.31, 0.51] | 0.702 [0.653, 0.751] |
|
| 90.18 [87.55, 92.67] | 44.13 [40.31, 48.06] | 57.60 [53.84, 61.49] | 84.23 [80.05, 88.24] | 65.18 [62.12, 68.25] | 0.34 [0.29, 0.39] | 0.647 [0.626, 0.667] |
|
| 8.34 [−0.17, 27.93] | 92.03 [90.57, 93.45] | 1.51 [−0.02, 5.04] | 98.56 [97.64, 99.35] | 90.82 [89.21, 92.41] | 0.00 [−0.09, 0.20] | 0.502 [0.42, 0.584] |
Sensitivity, specificity, predictive values and performance index values for PCR assay regarding: the detection of the disease in general (any Plasmodium spp.), the detection of P. falciparum or P. vivax (bearing in mind samples classified as co-infection) and the detection of P. falciparum/P. vivax mixed infections
PPV, positive predictive value; NPV, negative predictive value; AUC, area under the ROC curve; CI, confidence interval; Pf, Plasmodium falciparum; Pv, Plasmodium vivax; co-infections are separated by a slash (/) sign
aValue adjusted for prevalence
bValue adjusted for imperfect gold standard