| Literature DB >> 24838112 |
Sean C Murphy1, Cornelus C Hermsen2, Alexander D Douglas3, Nick J Edwards3, Ines Petersen4, Gary A Fahle5, Matthew Adams6, Andrea A Berry6, Zachary P Billman1, Sarah C Gilbert3, Matthew B Laurens6, Odile Leroy4, Kristen E Lyke6, Christopher V Plowe6, Annette M Seilie1, Kathleen A Strauss6, Karina Teelen2, Adrian V S Hill3, Robert W Sauerwein2.
Abstract
Nucleic acid testing (NAT) for malaria parasites is an increasingly recommended diagnostic endpoint in clinical trials of vaccine and drug candidates and is also important in surveillance of malaria control and elimination efforts. A variety of reported NAT assays have been described, yet no formal external quality assurance (EQA) program provides validation for the assays in use. Here, we report results of an EQA exercise for malaria NAT assays. Among five centers conducting controlled human malaria infection trials, all centers achieved 100% specificity and demonstrated limits of detection consistent with each laboratory's pre-stated expectations. Quantitative bias of reported results compared to expected results was generally <0.5 log10 parasites/mL except for one laboratory where the EQA effort identified likely reasons for a general quantitative shift. The within-laboratory variation for all assays was low at <10% coefficient of variation across a range of parasite densities. Based on this study, we propose to create a Molecular Malaria Quality Assessment program that fulfills the need for EQA of malaria NAT assays worldwide.Entities:
Mesh:
Year: 2014 PMID: 24838112 PMCID: PMC4023973 DOI: 10.1371/journal.pone.0097398
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Reported characteristics and use of network assays.
| Test characteristics | Used in CHMI? | |||||
| Site | Assay method | Blood volume (µL) | Expected LoD | 18S target | During trial | After trial |
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| Automated extraction + qRT-PCR | 50 | 20 (1.30) | A-type rRNA & rDNA |
| |
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| Leukocyte filter, manual extraction + qPCR | 500 | 10 (1.00) | S-type rDNA |
| NCT01666925; NCT01658696; NCT01379430 |
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| Semi-automated extraction + PCR | 200 | ND (ND) | A-type rDNA |
| |
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| Semi-automated extraction + qPCR | 500 | 20 (1.30) | S-type rDNA | NCT01728701** |
|
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| Manual extraction + qPCR | 500 | 40 (1.60) | S-type rDNA |
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LoD, limit of detection in parasites/mL as independently determined by each laboratory before this EQA project.
A-type = asexual-stage expressed 18S rRNA; S-type = sexual-stage expressed 18S rRNA; rRNA = RNA target; rDNA = coding gene target.
When available, published references are listed to indicate the performance of NAT either during or after the listed trials. For studies completed but not yet published (*) and/or upcoming (**), the identifier from ClinicalTrials.gov (alphanumeric) or the Dutch Ethical Committee (numeric) is listed.
Figure 1Study data.
Results were plotted on a log10 parasites/mL scale for the five participating laboratories; bars show the mean and 95% confidence interval. Nominal (expected) values for all samples are plotted as follows: high (300,000 parasites/mL or 5.48 log10 parasites/mL); mid (6,000 parasites/mL or 3.78 log10 parasites/mL); low (600 parasites/mL or 2.78 log10 parasites/mL); very low (60 parasites/mL or 1.78 log10 parasites/mL), trace (6 parasites/mL or 0.78 log10 parasites/mL) and negative (no parasites). Samples with no parasites detected were plotted as 0.1 log10 parasites/mL. Two-way ANOVA comparisons across all high, mid and low parasite density samples with quantitatively positive results showed non-statistically significant differences amongst all groups (p>0.05) except for RUMC vs. Oxford at high (p<0.0001), mid (p<0.01) and low (p≤0.05) parasite densities. *NIH quantities were generated by regression of CT values to expected EQA values and are provided to visualize variation and qualitative agreement; quantitative statistical comparisons were not included. 60 of 120 representative NIH samples are displayed for consistency.
Sensitivity and specificity by laboratory.
| Excluding 6 parasites/mL | Excluding 6 and 60 parasites/mL | Specificity | |||||
| Laboratory | #positive (%) | n | Sensitivity | #positive (%) | n | Sensitivity | |
|
| 36 (72%) | 50 | 90.0% | 30 (75%) | 40 | 100.0% | 100.0% |
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| 34 (68%) | 50 | 85.0% | 30 (75%) | 40 | 100.0% | 100.0% |
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| 66 (66%) | 100 | 82.5% | 60 (75%) | 80 | 100.0% | 100.0% |
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| 32 (64%) | 50 | 80.0% | 30 (75%) | 40 | 100.0% | 100.0% |
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| 35 (70%) | 50 | 87.5% | 29 (73%) | 40 | 96.7% | 100.0% |
The total number of specimens tested, including parasite-negative specimens.
Based on 10 parasite-negative specimens per laboratory (20 at NIH).
Correlation and agreement between assay-derived data and expected values.
| Correlation | Agreement | |||
| Laboratory | Slope | r2 | Quantitative bias (95% confidence interval) | n |
|
| 1.04 | 0.98 | −0.05 (−0.39–0.29) | 37 |
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| 1.00 | 0.98 | −0.54 (−0.90–−0.19) | 34 |
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| 0.97 | 0.97 | 0.13 (−0.30–0.55) | 66 |
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| 0.90 | 0.99 | 0.1 (−0.29–0.48) | 32 |
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| 0.99 | 0.96 | −0.18 (−0.66–0.31) | 35 |
Each laboratory's assay-derived data were plotted against the expected values, and the slope (Δ assay-derived value/Δ expected value) and coefficient of determination (r2) were calculated using Microsoft Excel. A slope of 1.0 and r2 value of 1.0 indicates perfect correlation.
Bland-Altman difference plots were used to calculate the mean quantitative bias as the mean of the differences between each reported value and its expected value. Values are in log10 parasites/mL. An absolute value of ≤0.5 log10 parasites/mL indicates an absence of quantitative bias.
All calculations were based on all NAT-positive samples.
NIH quantities were generated by regression of CT values to nominal values and should be viewed as a measure of variation only.
Precision statistics by laboratory.
| High (300,000 parasites/mL) | Mid (6,000 parasites/mL) | Low (600 parasites/mL) | ||||
| Laboratory | %CV | n | %CV | n | %CV | n |
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| 1.5 | 10 | 1.6 | 10 | 5.3 | 10 |
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| 3.5 | 10 | 3.3 | 10 | 7.1 | 10 |
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| 1.7 | 20 | 2.6 | 20 | 10.0 | 20 |
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| 0.9 | 10 | 4.5 | 10 | 6.9 | 10 |
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| 3.4 | 10 | 11.1 | 10 | 5.1 | 9 |
NIH quantities were generated by regression of CT values to nominal values and should be viewed as a measure of variation only.