| Literature DB >> 28982155 |
Elisa Serra-Casas1, Paulo Manrique2, Xavier C Ding3, Gabriel Carrasco-Escobar2, Freddy Alava2,4, Anthony Gave2, Hugo Rodriguez4, Juan Contreras-Mancilla2, Angel Rosas-Aguirre5,6, Niko Speybroeck6, Iveth J González3, Anna Rosanas-Urgell1, Dionicia Gamboa2,5,7.
Abstract
BACKGROUND: Loop-mediated isothermal DNA amplification (LAMP) methodology offers an opportunity for point-of-care (POC) molecular detection of asymptomatic malaria infections. However, there is still little evidence on the feasibility of implementing this technique for population screenings in isolated field settings.Entities:
Mesh:
Substances:
Year: 2017 PMID: 28982155 PMCID: PMC5628891 DOI: 10.1371/journal.pone.0185742
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Fig 1Map of the study region.
Indicates the Health Centres of San Juan and Mazán (blue stars), the 13 communities included in the survey (red dots) and the pilot community for the point-of-care assay (yellow dot).
Baseline characteristics of the study population.
| N | % | |
|---|---|---|
| 3–5 years | 141 | 12.1 |
| 6–18 years | 392 | 33.6 |
| >18 years | 634 | 54.3 |
| Female | 636 | 54.5 |
| Male | 531 | 45.5 |
| River | 207 | 17.7 |
| Road | 960 | 82.3 |
Detection of malaria infections by microscopy and LAMP, and species identification.
| MICROSCOPY | LAMP | ||||
|---|---|---|---|---|---|
| 57 | 4.9% (3.72–6.28) | 255 | 21.9% (19.59–24.44) | ||
| 51 | 89.5% (78.48–96.04) | Non- | 220 | 86.3% (81.43–90.25) | |
| 5 | 8.8% (2.91–19.30) | 35 | 13.7% (9.75–18.57) | ||
| 1 | 1.7% (0.04–9.39) | ||||
LAMP, loop-mediated isothermal amplification; CI, confidence interval
a5 LAMP results not available (indeterminate reading)
Detection of malaria infections by real-time PCR, species identification and parasite densities.
| qPCR results (N = 503) | ||
|---|---|---|
| 256 | 50.9% | |
| 254 | 50.5% | |
| 239 | 47.5% | |
| 205 | 85.8% (80.69–89.94) | |
| 33 | 13.8% (9.70–18.84) | |
| 1 | 0.4% (0.01–2.31) | |
| 9.97 | (7.46–13.31) | |
| 10.65 | (7.77–14.59) | |
| 6.59 | (3.09–14.08) | |
| NA | NA | |
CI, Confidence Interval; NA, Not available (estimation not feasible due to multiple species)
aResults from 18S-qPCR
Performance of LAMP and microscopy, compared to the qPCR reference standard.
| qPCR reference standard | Sensitivity (95% CI) | Specificity (95% CI) | Accuracy (95% CI) | Kappa coef. (95% CI) | |||
|---|---|---|---|---|---|---|---|
| NEG. | POS. | ||||||
| N = 247 | N = 256 | ||||||
| 227 (91.9%) | 21 (8.2%) | 91.8% (87.7–94.9) | 91.9% (87.8–95.0) | 91.85% (89.1–94.1) | 0.837 (0.79–0.88) | ||
| N = 248 | |||||||
| 20 (8.1%) | 235 (91.8%) | ||||||
| N = 255 | |||||||
| 242 (98.0%) | 204 (79.7%) | 20.3% (15.6–25.8) | 98.0% (95.3–99.3) | 58.45% (54.0–62.8) | 0.180 (0.13–0.23) | ||
| N = 446 | |||||||
| 5 (2.0%) | 52 (20.3%) | ||||||
| N = 57 | |||||||
a Composite reference standard, based on the combination of results of 2 quantitative PCRs (qPCRs), i.e. 18S and Mitochondrial
Fig 2Proportion of qPCR-confirmed infections that were detected by microscopy (a) and LAMP (b), according to parasite density.
The bar widths are proportional to the number of cases within each parasite density category. N = 238 (samples with parasite density data available [18S - qPCR]).
Performance of LAMP and microscopy in the two study areas, compared to the qPCR reference standard.
| ROAD | RIVER | p-value | ||
|---|---|---|---|---|
| Total samples (N = 503) | 406 (80.7%) | 97 (19.3%) | ||
| Positive samples | 201 (49.5%) | 55 (56.7%) | 0.215 | |
| Percentage of | 22 (12.0%) | 11 (23.4%) | 0.092 | |
| LAMP | Sensitivity | 95.0% | 80.0% | 0.001 |
| Specificity | 94.1% | 80.9% | 0.009 | |
| Accuracy | 94.6% | 80.4% | <0.001 | |
| Field MICROSCOPY | Sensitivity | 22.9% | 10.9% | 0.059 |
| Specificity | 99.5% | 90.5% | 0.003 | |
| Accuracy | 61.6% | 45.4% | 0.004 | |
CI, Confidence Interval
a Fisher′s exact test
b According to the qPCR Reference Standard
c According to the result of the species-specific qPCR (18S)
Fig 3Laboratory set-up for ‘POC-LAMP testing’ in the community.