| Literature DB >> 29774283 |
Kenneth Gavina1, Eliana Arango2, Catalina Alvarez Larrotta2, Amanda Maestre2, Stephanie K Yanow1,3.
Abstract
As the global burden of malaria decreases and countries strive towards disease elimination, there is a greater demand for sensitive diagnostics to target the submicroscopic reservoir of infection. We describe here a sensitive species-specific RT-qPCR method to differentiate between Plasmodium falciparum and P. vivax infections at the submicroscopic level. With amplification of the 18S rRNA genes from total nucleic acids (both DNA and RNA), we discern P. falciparum and P. vivax with a limit of detection of 10 parasites/mL and 18 copies/μL, respectively. This assay was validated with 519 blood samples, negative by thick-smear, from febrile and asymptomatic cohorts from Colombia. These results were directly compared to a qPCR-based method (DNA only) as the gold standard. Of the samples from patients who presented with fever (n = 274), 34 infections were identified by RT-qPCR (16 P. falciparum, 15 P. vivax, and 3 mixed), of which only 10 infections were identified at the species level by qPCR. Within the asymptomatic cohort (n = 245), 13 infections were identified by RT-qPCR (3 P. falciparum, 3 P. vivax, and 7 mixed), whereas the species for only one infection was determined by qPCR. We conclude that this species-specific RT-qPCR method provides a more sensitive tool for species identification compared to DNA based qPCR methods.Entities:
Keywords: Diagnostics; Malaria; P. falciparum; P. vivax; RT-qPCR; Species; Surveillance
Year: 2017 PMID: 29774283 PMCID: PMC5952667 DOI: 10.1016/j.parepi.2017.04.001
Source DB: PubMed Journal: Parasite Epidemiol Control ISSN: 2405-6731
Fig. 1Analytical sensitivity determined by probit regression for a) P. falciparum assay (P. falciparum 3D7 malaria parasites), b) P. falciparum (plasmid surrogate) and c) P. vivax assay (plasmid surrogate). The blue line depicts the regression curve and the red dotted line represents the 95% confidence intervals.
Reproducibility and repeatability of RT-qPCR assays.
| Sample | Intra-assay mean (CT) | %CV | Inter-assay mean (CT) | %CV |
|---|---|---|---|---|
| 19.10 | 0.02 | 19.77 | 0.03 | |
| 22.33 | 0.03 | 22.83 | 0.26 | |
| 25.94 | 0.02 | 26.48 | 0.04 | |
| 29.43 | 0.01 | 29.38 | 0.01 | |
| 34.22 | 0.03 | 33.95 | 0.01 | |
| 25.70 | 0.01 | 25.77 | < 0.01 | |
| 28.79 | < 0.01 | 28.93 | 0.09 | |
| 32.18 | < 0.01 | 32.36 | 0.04 | |
| 35.16 | 0.02 | 35.23 | 0.01 | |
| 37.97 | 0.01 | 37.78 | 0.01 | |
| Negative | – | – | – | – |
| Negative | – | – | – | – |
| Negative | – | – | – | – |
%CV – coefficient of variation.
Direct comparison of RT-qPCR and qPCR for species identification using a serial dilution of P. falciparum 3D7 parasites.
| Dilution | qPCR mean CT | RT-qPCR mean CT | p-Value |
|---|---|---|---|
| 105 parasites/mL | 23.29 | 18.79 | < 0.0001 |
| 104 parasites/mL | 26.84 | 22.31 | < 0.0001 |
| 103 parasites/mL | 30.43 | 25.95 | < 0.0001 |
| 102 parasites/mL | 33.89 | 29.18 | < 0.0001 |
| 101 parasites/mL | 38.49 | 33.62 | 0.0046 |
| 100 parasites/mL | ND | 39.54 | – |
Calculated by unpaired Student's t-test, statistically significant results (p < 0.05).
Not detected.
Only two of three replicates detected.
Diagnostic sensitivity and specificity of RT-qPCR compared to qPCR performed on 77 clinical samples.
| qPCR | |||||
|---|---|---|---|---|---|
| Positive | Negative | Positive | Negative | ||
| RT-qPCR | Positive | 42 | 1 | 18 | 1 |
| Negative | 0 | 35 | 0 | 59 | |
| 95% CI | 95% CI | ||||
| Sensitivity | 100 | 91.59–100 | 100 | 81.47–100 | |
| Specificity | 97.20 | 85.47–99.93 | 98.33 | 91.06–99.96 | |
17 of 77 samples were negative for both P. falciparum and P. vivax by qPCR.
qPCR and RT-qPCR analysis of clinical samples from participants from Colombia.
| Febrile population ( | Asymptomatic population ( | |||
|---|---|---|---|---|
| qPCR pos | RT-qPCR pos | qPCR pos | RT-qPCR pos | |
| 52 (19%) | – | 36 (14.7%) | – | |
| 4 (1.5%) | 16 (5.8%) | 0 | 3 (1.2%) | |
| 6 (2.2%) | 15 (5.5%) | 1 (< 0.1%) | 3 (1.2%) | |
| Mixed species | 0 | 3 (0.1%) | 0 | 7 (2.9%) |
Percent positive in the study population.
Positive for both P. falciparum and P. vivax.